Topics covered in the episode:

• Key priorities for HIMSS 26: AI, interoperability, cybersecurity, and environmental health.

• The transformative potential of AI in early disease identification and personalized diagnostics.

• Streamlining administrative tasks to enhance hospital efficiency.

• Spotlight on the "Amp and Stripe" project: Real-time AI translation for clinical encounters.

• Addressing the "gap": Challenges in data sharing and interoperability across European borders.

• The role of cultural and organizational change in adopting digital solutions.

Crédits :

Production : MedShake Studio

Animation : Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Sujets abordés :

• L'intégration dans le workflow : l'outil comme réponse à un besoin métier sans nuisance supplémentaire.

• L'importance de concevoir pour les utilisateurs réels (infirmières de bloc, coordinateurs) et non uniquement pour les prescripteurs (médecins).

• La problématique du "Shadow AI" et le besoin urgent de smartphones professionnels connectés aux outils de l'hôpital (Orbis, PACS).

• Inspiration de l'IA générative grand public (ChatGPT, NotebookLM) pour améliorer l'expérience utilisateur médicale.

• Le rôle des tiers-lieux d'expérimentation (Bopex, Hôtel-Dieu) pour tester l'acceptabilité et l'interopérabilité.

• L'enjeu de la vente et de l'accès aux datasets de santé pour entraîner les algorithmes en France.

• Conseils stratégiques pour les startups : de l'essai clinique à la collaboration avec les hôpitaux privés à but non lucratif.

Crédit :

Production : MedShake Studio

Animation : Anca Petre et Guillaume Laguette

Hosted on Ausha. See ausha.co/privacy-policy for more information.

On parle beaucoup d'IA en santé, d'essais cliniques, de marquage réglementaire. Pourtant, ce qui fait vraiment la crédibilité d'un outil au bloc opératoire ou en consultation se joue ailleurs : dans la manière dont il survit à sa propre obsolescence (un algorithme dure 2 ans, une molécule 15), dans la qualité des données qu'il manipule, et dans l'usage qu'en font les bons médecins. Le vrai filtre n'est pas la régulation. C'est la confiance.

Dans cet épisode, je reçois avec Guillaume Laguette deux voix qui ont chacune construit cette confiance sur le terrain : Stéphanie Allassonnière, mathématicienne et co-fondatrice de Sonio (IA en échographie fœtale), et le Professeur Éric Vibert, chirurgien hépatobiliaire à l'AP-HP, fondateur de la chaîne Innovation BOPA et co-fondateur d'Uncover (comptes rendus opératoires en temps réel). L'une a construit Sonio en co-création avec Yves Ville, l'un des KOL mondiaux de l'échographie ; l'autre teste chaque semaine les startups qui frappent à la porte de son service. Ensemble, ils dissèquent ce qui fait qu'on accorde — ou pas — sa confiance à un outil.

Ils posent un cadre exigeant : la crédibilité d'une IA santé ne tient pas à un seul levier, mais à plusieurs niveaux qui s'imbriquent. Une caution scientifique réelle (pas un KOL "logo"), une preuve d'usage qui dépasse le marquage CE, des données qui ne se baladent pas, et un essai clinique repensé pour la vitesse de la techno. Ils partagent aussi leur méthode pour distinguer une co-construction saine d'un pilote gratuit qui n'aboutira jamais, et un débat sans complaisance sur la fuite des startups françaises vers la FDA.

Dans cet épisode :

- Pourquoi la durée de vie d'un algorithme (~2 ans) rend l'évaluation clinique classique inadaptée — et ce qu'il faut faire à la place

- Le rôle du KOL : caution stratégique vs co-construction réelle (l'exemple de Sonio)

- Ce qu'Éric Vibert regarde vraiment avant d'adopter une techno au bloc — et pourquoi le "temps réel" qu'on vous vend est presque toujours du lag

- L'expérience qui a convaincu trois anesthésistes du CHU de Toulouse : ils n'ont pas pu distinguer 50 vrais patients de 50 patients générés par IA

- L'essai clinique rétrospectif comme alternative quand le prospectif est impossible (le cas des maladies rares chez le fœtus)

- Les "challenges avec et sans algo" comme nouveau mode de validation

- Marquage CE vs FDA : pourquoi le second est plus exigeant — et plus constructif

- Pourquoi Nabla est partie aux US (et ce qui empêche la France de la garder)

- Mistral, Yann LeCun, Amilab : un terreau français exceptionnel qui perd ses startups

- Pilote gratuit ou pas ? La distinction entre co-construction (essentielle) et démo commerciale gratuite (illusoire)

Une discussion sans complaisance sur ce qui sépare une promesse technologique d'une adoption clinique réelle — et sur la confiance qu'il faut construire avant de pouvoir la mesurer.

Crédit :

Production : MedShake Studio

Animation : Anca Petre et Guillaume Laguette

Hosted on Ausha. See ausha.co/privacy-policy for more information.

On parle beaucoup d'intelligence artificielle, de data, de dispositifs médicaux numériques. Pourtant, sur le terrain, la plupart des innovations santé brillantes sur le papier ne franchissent jamais les portes de l'hôpital. Pas par manque de techno — par manque d'ancrage clinique, de compréhension des workflows, d'intégration aux outils existants. Le vrai mur n'est pas là où on l'attend.

Dans cet épisode, je reçois avec Guillaume Laguette deux voix très complémentaires : Stéphanie Alassonnière, mathématicienne et co-fondatrice de Sonio (IA en diagnostic prénatal), et le Professeur Éric Vibert, chirurgien hépatobiliaire à l'APHP et fondateur de la chaîne Innovation BOPA. L'une construit des algorithmes à partir de besoins cliniques réels ; l'autre évalue chaque semaine les startups qui frappent à sa porte. Ensemble, ils racontent ce qui fait qu'une techno s'intègre — ou pas — dans la pratique quotidienne des soignants.

Ils posent un cadre simple : une innovation devient un progrès quand elle coche trois cases — utilité clinique démontrée, acceptabilité par ceux qui vont l'utiliser, et interopérabilité avec les systèmes hospitaliers existants. Sans cela, même la meilleure techno finit dans un tiroir. Ils partagent aussi leur méthode pour reconnaître une startup sérieuse en cinq minutes, leur expérience des fondateurs qui instrumentalisent les KOLs, et un débat passionnant sur la refonte nécessaire des essais cliniques à l'ère des maladies rares et de la médecine de précision.

Dans cet épisode :

- Comment Sonio est né d'un besoin clinique exprimé par la maternité de Necker

- La méthode pour évaluer en cinq minutes si une startup tient la route

- Pourquoi les bons cliniciens comptent plus que les bonnes démos

- Les trois critères qui séparent une innovation d'un gadget : utilité, acceptabilité, interopérabilité

- Ecopen et la dictée vocale : deux exemples d'adoption réussie — et pourquoi

- Le moment où un outil doit s'intégrer au geste clinique (et pourquoi "l'utiliser après" ne marche jamais)

- Ce que signifie vraiment le "shadow AI" dans les hôpitaux français

- Pourquoi les régulateurs sont plus durs à convaincre que les cliniciens

- Le cas AFM-Téléthon et la myopathie de Duchenne : faut-il réinventer l'essai clinique pour les maladies rares ?

- Les bras de contrôle synthétiques : une rupture méthodologique ou un pont trop loin ?

Un échange direct, nourri d'expérience terrain, sur ce qui fait la différence entre une techno qu'on présente en conférence et une innovation qui sauve réellement des patients.

Crédit :

Production : Medshake Studio

Animation : Anca Petre et Guillaume Laguette

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Dans cette dernière partie, Édouard Gasser et Laurence Comte-Arassus s’adressent directement aux investisseurs, mais aussi plus largement à tous ceux qui ont un rôle à jouer dans l’avenir de la santé numérique. Ensemble, ils posent un constat clair : on ne financera pas la transformation du système de santé avec les mêmes logiques que celles du SaaS ou des modèles tech traditionnels.

Ils reviennent sur les conditions nécessaires pour faire émerger des entreprises solides dans le DMN : des investisseurs capables de supporter l’incertitude, des pouvoirs publics plus ambitieux, une lecture plus fine de l’adoption réelle sur le terrain, et surtout une vision beaucoup plus stratégique de la souveraineté sanitaire et industrielle en Europe.

Au fond, cet épisode pose une question simple mais décisive : si nous n’acceptons pas aujourd’hui de financer ce qui fait peur, comment espérer demain transformer un système de santé que tout le monde sait sous tension ?

Dans cet épisode :

• Pourquoi le dispositif médical numérique demande des investisseurs d’un autre type

• En quoi la santé numérique ne suit pas les codes classiques du SaaS

• Pourquoi 7 ans ne suffisent pas pour faire émerger un champion du secteur

• Le rôle clé des pouvoirs publics dans le financement du temps long

• Ce que les investisseurs regardent vraiment en matière d’adoption et de rétention

• Pourquoi les bons KPI ne suffisent pas sans compréhension humaine du terrain

• Comment le PMCF et la boucle de feedback peuvent devenir des armes stratégiques

• Le paradoxe européen : innover ici, mais pousser les startups à partir aux États-Unis

• Pourquoi la souveraineté sanitaire passe aussi par la souveraineté économique et industrielle

• L’urgence de créer un vrai marché européen de la santé pour éviter de perdre nos innovations

Un échange lucide, engagé et sans détour sur ce qu’il manque encore pour que la santé numérique européenne change enfin d’échelle.

Crédit :

Production : Medshake Studio

Animation : Anca Petre et Guillaume Laguette

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Sujets abordés :

- Le parcours de construction de la preuve : pourquoi chaque étape est indispensable et pourquoi il n'existe pas de raccourci.

- Le rôle clé des données de vie réelle : ce qu'elles révèlent que les études cliniques classiques ne montrent pas.

- L'article 51 : une avancée majeure mais des résultats encore jugés insuffisants par les autorités.

- Le design d'études cliniques : un exercice à haut risque où l'ambition peut se retourner contre l'entreprise.

- La comparaison France / Allemagne : DIGA vs télésurveillance, forces et faiblesses de chaque modèle.

- La distribution comme facteur décisif : pourquoi un bon produit avec une mauvaise distribution est voué à l'échec.

- L'illusion d'un marché européen de santé unifié.

- Le mindset marathon : pourquoi entreprendre en santé exige 10 à 15 ans de résilience.

Crédit :

Production : Medshake Studio

Animation : Anca Petre et Guillaume Laguette

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Sujets abordés :

• L'impact concret du règlement MDR : retards de mise sur le marché et freins pour les petites entreprises.

• La différence fondamentale entre la conformité réglementaire (CE) et la réussite commerciale.

• L'importance de l'usage patient et médecin comme véritable indicateur de succès.

• L'intégration complexe dans un parcours de soins déjà sous tension (l'exemple de l'ophtalmologie).

• La stratégie du "mapping des stakeholders" : pourquoi il ne faut oublier aucun acteur de l'écosystème (secrétaires, orthoptistes, pharmaciens).

• Le paradoxe de l'innovation solitaire : pourquoi la concurrence peut aider à structurer un marché.

• La pérennité des entreprises de santé numérique : le risque du dépôt de bilan et son impact sur la confiance des soignants.

Crédits :
Production : MedShake Studio
Animatrice : Anca Petre et Guillaume Laguette

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Sujets abordés :

• Définition et fonctionnement : La différence entre l'IA réactive (LLM) et l'IA agente (proactive).

• L'architecture "Cerveau et Bras" : Comment doter un algorithme de capacités d'action (API, recherche web, emails).

• Cas d'usage en Pharma : Automatisation de la veille scientifique, rédaction médicale et gestion des volumes de données en R&D.

• L'assistant médical de demain : Retour d'expérience sur un hackathon "Deep Health" et les solutions type Microsoft Dragon Copilot.

• Barrières réglementaires : Le défi de la "boîte noire" face à l'IA Act et la comparaison avec la complexité biologique humaine.

• Révolution scientifique : L'impact d'AlphaFold 3 (DeepMind) sur la compréhension des protéines et la découverte de nouvelles molécules.

Crédits :
Production : MedShake Studio
Animatrice : Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Sujets abordés :

• La genèse d'un nouveau métier : AI Medical Content Lead au sein de Pfizer.

• La complémentarité des profils : faire travailler ensemble experts en rédaction médicale et développeurs.

• L'impact de l'IA sur le cycle de développement du médicament (R&D et phases cliniques).

• Analyse des gains de temps : entre les 70 % théoriques et les 30 % de gain en "vie réelle".

• Les techniques d'optimisation : du Prompt Engineering aux "chaînes de pensée" (Chain of Thought).

• La place centrale de l'humain pour le sourcing et la validation des données scientifiques.

• Vigilance et sécurité : les risques de "Prompt Injection" et les dérives dans la littérature scientifique.

Crédits :
Production : MedShake Studio
Animatrice : Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Sujets abordés :

• Le passage des études de pharmacie à l'industrie pharmaceutique.

• Le déclic : faciliter l'accès aux recommandations médicales pour les praticiens.

• L'auto-formation au code : l'utilisation des ressources en open source (Stanford, forums, internet).

• Le choix des langages de programmation : Python vs Swift (Apple).

• L'intégration de l'intelligence artificielle : Machine Learning, Deep Learning et framework Core ML.

• Définition et enjeux du NLP (Natural Language Processing) et des LLM (Large Language Models) en santé.

• L'arrivée de ChatGPT et l'évolution des projets de développement personnel en entreprise.

Crédits :
Production : MedShake Studio
Animatrice : Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Sujets abordés :

• Le concept de jumeau numérique appliqué à la médecine algorithmique de précision.

• Fonctionnement technique : Réseaux bayésiens, nœuds pathologiques et liens de causalité.

• Le rôle de l'IA générative dans l'élicitation des connaissances et la veille scientifique (PubMed, SNDS).

• La validation scientifique : Un comité de 11 médecins pour verrouiller les données.

• Cas d'usage concrets : Bilans de santé, anesthésie et aide à la consultation.

• La distinction entre "Médecine Augmentée" et simple "Médecine Digitale".

• Stratégie de développement : Interopérabilité, modèle B2B et perspectives réglementaires (Dispositif Médical 2026).

Crédits :
Production : MedShake Studio
Animatrice : Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Grégoire nous livre une analyse sans concession sur le décalage entre le potentiel technologique de l'IA et la réalité d'un système de santé sous tension. Nous discutons de la nécessité d'impliquer davantage les représentants de patients et les soignants dans la co-construction des outils numériques pour garantir leur utilité réelle. Enfin, l'épisode aborde les enjeux de souveraineté économique : comment la commande publique peut devenir un levier pour faire émerger des champions français de l'IA en santé.

Sujets abordés :

• L'équation insoluble du système de santé actuel : vieillissement, polypathologies et pénurie de soignants.

• L'image d'Épinal de l'IA : entre fantasme de "machine magique" et peurs de remplacement.

• Le manque d'implication des représentants de patients dans les concertations publiques.

• L'importance de la formation : du patient "expert" au "soignant augmenté".

• Les risques spécifiques des IA génératives (LLM) et des hallucinations en médecine.

• Le levier de la commande publique pour soutenir les entreprises de santé françaises face à la concurrence mondiale.

Crédits :
Production : MedShake Studio
Animatrice : Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Sujets abordés :

• Le paradoxe du cadre réglementaire : Pourquoi le RGPD et l'IA Act protègent mais n'incitent pas à la participation.

• Le déficit d'information : Le constat que 45 % des professionnels ne disent pas à leurs patients qu'ils utilisent l'IA.

• Les risques de l'exclusion des patients : Défiance, outils inadaptés aux besoins réels et abandon des dispositifs.

• Propositions concrètes : Création de communautés de patients volontaires et utilisation de "Mon Espace Santé" comme levier.

• Évaluation et accès précoce : Pourquoi l'IA ne doit pas être évaluée comme un simple médicament.

• Données de santé : Le passage du consentement subi au "bien commun" et l'impact de la jurisprudence récente de la CJUE sur les données pseudonymisées.

Crédits :
Production : MedShake Studio
Animatrice : Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Dans cet episode, Anca Petre reçoit Jean-François Pomerol, CEO de Tribun Health et membre du Cercle P. Ils discutent du rapport recent du Cercle P sur la place des patients dans la construction des solutions d'intelligence artificielle en sante, en se concentrant particulierement sur les conditions necessaires pour etablir la confiance entre patients et outils d'IA.

Lire le rapport : https://www.pfizer.fr/decouvrir-pfizer/nos-engagements/penser-le-systeme-de-sante-de-demain

Sujets abordes :

- Le paradoxe entre la meconnaissance des outils d'IA par les patients et leur forte demande d'information

- La confusion actuelle autour de ce que represente concretement l'intelligence artificielle en sante

- Les caracteristiques d'une information vraiment utile et comprehensible pour les patients

- Le role essentiel des professionnels de sante dans l'explication de ces nouveaux outils

- La proposition de s'appuyer sur les societes savantes comme relais de confiance

- L'idee de permettre aux etablissements de sante de communiquer sur leur usage de l'IA

- L'importance de rendre les patients acteurs de cette transformation technologique

- Les defis de la vulgarisation sans tomber dans le jargon technique

- Comment informer sur les limites et risques sans creer d'angoisses supplementaires

Credits :

Production : MedShake Studio

Animatrice : Anca Petre

Soutien : Pfizer France

Hosted on Ausha. See ausha.co/privacy-policy for more information.

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Tech Anatomy is where health meets technology — and complexity becomes clarity.

Hosted by Anca Petre, pharmacist, entrepreneur, and health tech expert, this bilingual (English & French) podcast explores the innovations shaping the future of healthcare: AI, digital twins, data, virtual care, and more.

Each episode is a guided exploration: we dissect technology like in a lab, highlight what truly matters, and debunk common myths — health industry leaders the clarity they need to understand, anticipate, and act on technological change.

With a clear, professional, and approachable tone, Tech Anatomy makes health tech massively simplified — without ever compromising on depth or rigor.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Au programme :

• Pourquoi une IA 100 % française pour les soignants

• Comment MedGPT sélectionne et structure ses sources médicales

• Les différences clés avec ChatGPT et Open Evidence

• Les cas d’usage les plus pertinents aujourd’hui

• L’avenir de l’IA générative en santé en Europe

Un épisode passionnant pour comprendre les enjeux concrets de l’IA dans la pratique médicale.

Crédits :
Production : MedShake Studio
Host : Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• Classifying tumors as benign or malignant using logistic regression

• Predicting hospital readmissions to improve patient outcomes

• Estimating length of hospital stay with linear regression

• How hospitals are using ML models to support faster, smarter decisions

• Breaking down complex AI concepts into simple, step-by-step processes

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Tech Anatomy is where health meets technology — and complexity becomes clarity.

Hosted by Anca Petre, pharmacist, entrepreneur, and health tech expert, this bilingual (English & French) podcast explores the innovations shaping the future of healthcare: AI, digital twins, data, virtual care, and more.

Each episode is a guided exploration: we dissect technology like in a lab, highlight what truly matters, and debunk common myths — health industry leaders the clarity they need to understand, anticipate, and act on technological change.

With a clear, professional, and approachable tone, Tech Anatomy makes health tech massively simplified — without ever compromising on depth or rigor.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

In this episode, we break down one of the most hyped—and often misunderstood—technologies of our time: machine learning. Forget the buzzwords and sci-fi fantasies—this is your no-nonsense guide to what machine learning actually is, how it works, and why it matters.

Whether you’ve nodded through countless meetings or podcasts without really getting it, or you just want a clearer understanding of the basics, this episode is for you.

Topics Covered:

• What machine learning actually is (and what it isn’t)

• The difference between learning by instruction vs. learning by example

• Step-by-step breakdown: how a model is built, trained, and tested

• Real-world example: predicting diabetes using patient data

• Common challenges like messy data and overfitting

• Why understanding machine learning is empowering—not intimidating

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Tech Anatomy is where health meets technology — and complexity becomes clarity.

Hosted by Anca Petre, pharmacist, entrepreneur, and health tech expert, this bilingual (English & French) podcast explores the innovations shaping the future of healthcare: AI, digital twins, data, virtual care, and more.

Each episode is a guided exploration: we dissect technology like in a lab, highlight what truly matters, and debunk common myths — health industry leaders the clarity they need to understand, anticipate, and act on technological change.

With a clear, professional, and approachable tone, Tech Anatomy makes health tech massively simplified — without ever compromising on depth or rigor.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• Why protein folding matters and why it was such a hard problem

• How DeepMind shifted from game-playing AIs like AlphaGo to solving core problems in biology

• The evolution from AlphaFold 1 to AlphaFold 2 and what made the second version revolutionary

• How AlphaFold uses deep learning and transformer models to predict 3D protein structures

• The impact of AlphaFold across global research, healthcare, and biotech

• What’s next in AI-powered biology—from protein complexes to drug discovery

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• What Chain-of-Thought prompting is and how it works

• Why traditional AI models struggled with multi-step reasoning

• How Chain-of-Thought led to massive performance gains on tasks like math word problems

• The importance of reasoning transparency and trust in AI systems

• Implications for healthcare, logic, and problem-solving across industries

• How this shift signals a deeper, more human-like kind of machine intelligence

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• How Therabot was developed and clinically validated

• Key findings from the NEJM AI-published study

• The significance of small but meaningful improvements in mental health symptoms

• Understanding therapeutic alliance with AI: can bots build trust?

• Implications for access, scalability, and the future of digital mental health care

• Ethical considerations and what still needs to be addressed

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• What makes HealthBench different from previous AI benchmarks

• How GPT-3.5, GPT-4o, and the unreleased o3 model scored

• Why a 60% success rate still falls short of clinical standards

• The future role of AI in healthcare—augmentation, not replacement

• Key takeaways about responsible AI deployment in medicine

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• What’s actually inside your EHR — and why it often stays siloed

• The barriers to health data sharing, from privacy laws to unclear incentives

• How synthetic data is revolutionizing research and AI training

• The rise of digital twins: virtual versions of patients used to personalize care

• What it takes to safely and ethically use personal health data in medicine

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• What synthetic data is and why it matters for healthcare

• How it protects privacy while enabling faster, safer research

• The main techniques used to create synthetic data—from basic stats to advanced AI like GANs

• Real-world applications in radiology, clinical trials, hospital simulation, and diabetes care

• How synthetic data lays the foundation for future innovations like digital twins

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• Apple’s vision to empower personal wellness through everyday tech

• How devices like the Apple Watch and AirPods are becoming medical tools

• The hidden power of Apple’s software platforms: HealthKit, ResearchKit, and CareKit

• Apple’s global strategy for scaling health features worldwide

• How Apple is prioritizing privacy and earning user trust

• What’s next: AI-driven health insights, new sensors, and telehealth integration

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

In this episode, we take a critical look at the real state of AI in healthcare in 2025, beyond the hype and sensational headlines. Using insights from Stanford University's AI Index Report 2025, we explore what’s actually happening at the intersection of AI and medicine—from breakthroughs to limitations, and everything in between.

Topics Covered:

• AI outperforms doctors in diagnostics—but struggles in real-world workflows

• The rise of medical foundation models like Med-Gemini and ChexAgent

• Virtual AI labs and the future of collaborative research

• How AI-powered scribes are reducing burnout and saving time

• Synthetic data’s growing role in privacy-conscious innovation

• The surge in FDA-approved AI tools—and what that really means

• The high cost and hallucination risks of advanced LLMs

• Ethical progress in areas like bias, explainability, and consent

• Integrating social determinants of health into AI models for equity

This episode was crafted using AI, delivering the key takeaways from this important update in a concise, educational, and accessible format—perfect for staying informed on the go.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• What quantum computing actually is (in plain English)

• How superposition and entanglement make qubits so powerful

• Why quantum is perfect for simulating molecules in drug discovery

• The potential of digital twins and in silico trials for personalized care

• When and how quantum computers will be useful in real-world healthcare

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• What FUTURE-AI stands for—and why it matters

• The six core principles: Fairness, Universality, Traceability, Usability, Robustness, Explainability

• How the Delphi method shaped a global consensus on AI standards

• The difference between research AI tools and those ready for clinical use

• Why this framework could shape the future of ethical AI in medicine

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• Why behavior change is one of healthcare’s biggest challenges

• How the MHC-Coach uses the “Stages of Change” model to personalize motivation

• Why AI-generated messages outperformed human-written ones in a large-scale study

• The role of Just-in-Time Adaptive Interventions (JITAI) in real-time health nudges

• The potential of AI as a scalable, empathetic health behavior coach

  
  

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• Why only 5% of users are "very confident" in AI health advice

• How age influences both AI use and skepticism

• The role of familiarity bias and the need for empathy in healthcare

• Why data transparency and accountability are essential for trust

• What needs to change—education, regulation, and system design—for AI to earn our confidence

  
  

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• Why traditional healthcare systems are becoming unsustainable

• How AI and telehealth are bypassing hospitals and clinics

• The role of Big Tech and data in personalized, on-demand care

• Ethical and regulatory concerns around consumer health apps

• What the future holds: competition or collaboration between old and new models

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• Why clinical trial recruitment is a major bottleneck in medical innovation

• How RECTIFIER uses large language models to analyze unstructured medical data

• Key results from the JAMA study comparing AI vs. manual screening

• The potential for AI to speed up timelines, lower costs, and improve access

• Ethical and logistical limitations of deploying AI in clinical research

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• How bias infiltrates AI systems through data, algorithms, and deployment

• Real-world consequences of biased AI tools in diagnosis and treatment

• Examples of disparities in dermatology and risk prediction models

• Strategies to mitigate bias, including diverse data collection and explainable AI

• The ethical debate: Can AI help eliminate or worsen existing inequalities in healthcare?

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

This episode delves into a recent report from the WHO Regional Office for Europe that explores the evolving landscape of health data governance in the era of artificial intelligence. The report underscores the critical need for robust governance frameworks to ensure trustworthy, equitable digital health systems and ethical data use in AI development.

Topics Covered:

• Key findings from the WHO's 2022 survey on digital health progress

• Challenges around interoperability and stakeholder engagement

• Urgent actions to strengthen data governance and digital infrastructure

• The importance of promoting interoperability standards

This episode was crafted using AI, delivering the key takeaways from this important update in a concise, educational, and accessible format—perfect for staying informed on the go.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• How digital health strategies evolved from 2000 to today

• Why 2017 marked a turning point in digital health innovation

• The digital divide: who’s benefiting and who’s being left behind?

• What makes digital health interventions successful?

• The biggest gaps in research and what needs to change

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• The risks of idea theft in scientific research

• How blockchain timestamps and secures intellectual property

• Molecule’s Proof of Invention (PoI) and its real-world applications

• The future of IP-NFTs and tokenized innovation

• Case studies: How scientists are already using blockchain for protection

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• How AI transforms ECG from a diagnostic to a predictive tool

• Training AI with 1.1 million ECGs for accurate risk estimation

• Real-world validation across diverse patient populations

• Making AI predictions explainable and medically relevant

• The future of AI-powered cardiovascular care

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• How AI is revolutionizing drug discovery with AlphaFold

• Med-Gemini’s role in improving medical diagnostics

• Wearables and AI-driven health monitoring

• Google’s AI applications in underserved regions

• Ethical challenges and the future of AI in healthcare

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• How Web3 wallets can securely store and manage real-time health data

• The ethical dilemmas of digital health twins—who controls the data?

• Could digital twins revolutionize virtual healthcare and AI-driven treatments?

• The psychological impact of seeing a real-time digital reflection of our health

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• Why DeSci is suddenly gaining momentum

• The $65M investment fueling decentralized research

• How blockchain and AI are transforming scientific integrity

• The role of tokenized research and user-owned health data

• Key players like OriginTrail, VitaDAO, and BIO Protocol leading the charge

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• How gamification enhances health education and disease management

• The role of gaming in improving patient engagement and adherence

• VR and mobile games as tools for pain relief

• Gamified rehabilitation for stroke and Parkinson’s patients

• The impact of serious games on mental health treatment

• Challenges and future potential of gaming in healthcare

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• The study that reveals why human-AI teams often underperform

• Why decision-making tasks suffer from AI-human collaboration

• How AI enhances creative tasks but struggles in structured decision-making

• Key lessons for industries investing in AI-human teamwork

• How to design AI systems that truly complement human strengths

Are humans and AI truly better together? The answer isn't as straightforward as you might think. Tune in to explore how we can build smarter, more effective AI-human collaborations.

Credits:
Production: MedShake Studio
Host: Anca Petre

✔ Stay connected and learn more:

• LinkedIn: linkedin.com/in/ancapetre

• Website: www.ancapetre.com & www.medshake-studio.com

• Email: anca@medshakestudio.com

More about the podcast:
Every week, I dive into the most transformative trends at the intersection of technology and healthcare. From AI-driven breakthroughs in diagnostics to the role of blockchain in securing health data, from decentralized science (DeSci) to NFT-powered health innovation, and from gamified fitness to the potential of digital twins, I’m here to make complex topics simple, accessible, and exciting.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

In this episode, we explore the latest insights from the National Academy of Medicine’s Vital Directions for Health and Health Care: Priorities for 2025 initiative. Based on the paper by Michael E. Matheny, Jennifer C. Goldsack, Suchi Saria, Nigam H. Shah, and others, we discuss the key steps needed to harness AI for safe, effective, and equitable health care.

Topics Covered:

• Ensuring the safe, effective, and trustworthy use of AI in health care

• Developing an AI-competent health care workforce

• Investing in AI research to advance medical science and care delivery

• Clarifying AI-related liability and responsibilities

This episode was crafted using AI, delivering the key takeaways from this important update in a concise, educational, and accessible format—perfect for staying informed on the go.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• What bias in AI means and where it comes from

• Why ChatGPT frequently highlights data privacy in healthcare

• How societal concerns shape AI-generated content

• The role of regulations like GDPR in influencing AI responses

• Efforts to mitigate bias in AI models

By understanding these biases, we can develop AI that informs and enhances discussions without unintentionally reinforcing societal fears.

Credits:
Production: MedShake Studio
Host: Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• Gaming as a social connection tool – How platforms like Fortnite and Roblox foster interaction and support.

• Gamified mental health interventions – From SafeZones to AI-driven therapy in digital spaces.

• The science behind gaming and emotional regulation – Studies showing its impact on stress relief and resilience.

• Therapeutic games – Exploring FDA-approved games like EndeavorRX for ADHD and others designed for anxiety, PTSD, and psychosis.

• The future of gaming in healthcare – How digital worlds could become new frontiers for mental health support.

Credits:
Production: MedShake Studio
Host: Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• AI 1.0: Symbolic AI and probabilistic models – The era of rule-based decision-making and early diagnostic systems.

• AI 2.0: Deep learning revolution – How neural networks transformed medical imaging and predictive analytics.

• AI 3.0: Foundation models and generative AI – The rise of multi-task AI assistants that are reshaping patient care and medical workflows.

Credits:
Production: MedShake Studio
Host: Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• How AI-powered audio summaries personalize news consumption

• The potential of AI-driven health updates tailored to individual patients

• Enhancing doctor-patient communication through personalized content

• Breaking down barriers to healthcare access with multi-format AI content

• Imagining a future with “Daily Listen for Health” for proactive patient engagement

Credits:
Production: MedShake Studio
Host: Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

In this episode, we explore the report The State of AI in Healthcare (February 2025), which provides an overview of advancements, initiatives, and challenges in the application of artificial intelligence in the French healthcare sector.

Topics Covered:

• The 2023–2027 Digital Health Roadmap and its strategic objectives

• Regional pilot projects using AI-powered digital tools for medical diagnostics

• Initiatives from the Haute Autorité de Santé (HAS) on evaluating digital medical devices and promoting an "ethic-by-design" approach

• Public consultation on the secondary use of health data, led by the Ministry of Health

• Reimbursement of digital therapies (PECAN) under the national health insurance scheme

  
  

Full report available here: https://sante.gouv.fr/IMG/pdf/etat_des_lieux_ia_en_sante.pdf

This episode was crafted using AI, delivering the key takeaways from this important update in a concise, educational, and accessible format—perfect for staying informed on the go.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Points Clés de l'Épisode :

• 109 milliards d’euros investis par la France dans l’IA, avec des retombées attendues pour la santé

• Lancement du programme européen Invest AI (200 milliards d’euros) pour développer l’IA médicale

• Projets internationaux ambitieux, dont un investissement britannique de 865 millions d’euros pour la recherche en cancérologie

• Formation des professionnels de santé : 100 000 soignants formés par an et intégration de l’IA dans les études médicales

• Encadrement réglementaire et éthique : une feuille de route IA-Santé attendue pour l’été 2025

• L’IA au service de la santé mentale, avec de nouveaux outils pour le suivi et la prise en charge des troubles psychiques

L’IA promet une transformation majeure du secteur de la santé, à condition que son adoption soit accompagnée d’une formation adaptée et d’un cadre réglementaire solide.

Crédits :
Production : MedShake Studio
Host : Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Au programme :

• Comment votre montre capte et transmet vos données

• Le rôle du cloud et du machine learning dans l’interprétation des informations

• L'importance de la confidentialité et des réglementations comme le RGPD

• Comment l'IA permet de détecter des anomalies et d'améliorer la prévention en santé

Une plongée fascinante au cœur de la technologie qui façonne la médecine de demain !

Crédits :
Production : MedShake Studio
Host : Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Dans cet épisode, nous retraçons l’histoire fascinante de l’intelligence artificielle en santé : de ses premiers balbutiements dans les années 50 aux incroyables avancées de l’IA générative aujourd’hui. Une épopée marquée par des promesses ambitieuses, des échecs retentissants et des percées révolutionnaires.

Au programme :

• Les débuts de l’IA médicale : des premiers algorithmes de diagnostic aux systèmes d’aide à la décision.

• L’hiver de l’IA : pourquoi la technologie a-t-elle stagné dans les années 80 et 90 ?

• Le tournant des années 2000 : comment la puissance de calcul et l’essor du deep learning ont tout changé.

• L’IA en temps de crise : son rôle crucial pendant la pandémie de COVID-19.

• L’IA générative en médecine : un bouleversement dans la manière de diagnostiquer, d’expliquer et de traiter les patients.

L’IA en santé est désormais une réalité incontournable… mais jusqu’où ira-t-elle ?

Crédits :
Production : MedShake Studio
Host : Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Au programme :

• L’IA pense-t-elle comme un humain ? 🤖

• Réseaux de neurones vs cerveau humain : quelles différences ?

• Comment l’IA interprète-t-elle les images ? 🖼️

• L’IA est-elle impartiale parce qu’elle repose sur des maths ?

• Plus de données = meilleure IA ? Pas si simple…

Et en bonus, on aborde une idée reçue fréquente : toutes les IA sont-elles les mêmes ?

En comprenant mieux comment fonctionne l’IA, on peut mieux l’utiliser et éviter les pièges des mythes et fausses croyances. Alors, prêts à déconstruire les idées reçues ?

Credits :
Production : MedShake Studio
Host : Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Au programme :

• IA et parcours de soins : quels bénéfices perçus par les patients ?

• Transparence et confiance : pourquoi 80 % des patients souhaitent être impliqués ?

• Craintes et opportunités : comment éviter la déshumanisation des soins ?

• Les prochaines étapes pour une IA éthique et efficace en santé

📌 Le position paper est disponible dès maintenant ici : https://www.pfizer.fr/actualites/nos-engagements/ia-en-sante-la-participation-des-patients-un-facteur-cle-de-son-succes

Credits :
Production : MedShake Studio
Host : Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• The BrainBench Benchmark: How researchers tested human experts and AI on predicting scientific outcomes.

• AI vs. Human Performance: BrainGPT achieved an 81% accuracy rate, outperforming neuroscientists at 63%.

• The Power of AI in Research: How AI can analyze vast amounts of data, identify patterns, and enhance experimental planning.

• Implications for Healthcare & Science: AI’s potential in drug discovery, interdisciplinary research, and reducing cognitive biases.

• Challenges & Ethical Concerns: The risk of over-reliance on AI, the importance of human intuition, and the need for explainable AI decisions.

Could AI revolutionize scientific research, or are there risks we need to consider? Tune in to find out!

Credits:
Production: MedShake Studio
Host: Anca Petre

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A recent study from the University of Copenhagen found that surveillance anxiety, delegation anxiety, and trust issues play a significant role in AI hesitancy. Even when AI can save lives, many patients and caregivers feel uneasy about constant monitoring and the potential loss of human decision-making in healthcare.

Topics Covered:

• Why privacy concerns are not the main reason people resist AI in healthcare

• How emotions like surveillance and delegation anxiety shape AI hesitancy

• The importance of trust, control, and human connection in AI adoption

• Strategies for making AI more transparent and patient-friendly

If AI is to be widely adopted, healthcare organizations must address these emotional barriers—not just security fears. Tune in to explore how shifting the narrative can help AI become a trusted healthcare ally.

Credits:
Production: MedShake Studio
Host: Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• How DeepSeek's cost-efficiency redefines AI accessibility

• The impact of open-source AI models on healthcare innovation

• Ethical and security considerations of using AI developed under different geopolitical contexts

• Implications of DeepSeek's rise on global tech leadership and healthcare priorities

Credits:
Production: MedShake Studio
Host: Anca Petre

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With a friendly avatar like “Xaia,” patients can experience private, personalized therapy sessions without the barriers of cost, stigma, or geographical limitations.

Topics Covered:

• How VR and AI are being used to deliver therapy

• The role of motivational interviewing and cognitive behavioral therapy in virtual care

• Case study: How virtual therapy is helping tackle alcohol addiction and associated health issues

• Why participants feel more comfortable opening up to AI avatars

• Future possibilities: Hybrid approaches that integrate VR therapy with traditional mental health care

Credits:
Production: MedShake Studio
Host: Anca Petre

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In this episode, we dive into the findings of the World Economic Forum’s report, The Future of AI-Driven Healthcare: Charting the Path Forward, developed in collaboration with Boston Consulting Group. This report, released in January 2025, explores the transformative potential of artificial intelligence in the healthcare sector and outlines strategies for overcoming the challenges of adoption at scale.

Topics Covered:

• The transformative potential of AI in healthcare: From improving diagnostics and treatment personalization to advancing drug discovery and optimizing healthcare operations.

• Barriers to adoption: Understanding why healthcare lags behind other industries in digital maturity and the challenges posed by structural constraints, regulatory complexities, and public mistrust.

• Future visions of AI in healthcare: Hypothetical scenarios including predictive wellness care, universal AI-powered doctors, and AI-driven operational excellence.

• Key strategies for successful AI implementation: Collaboration between public and private sectors, prioritizing digital public infrastructure, and fostering public trust through ethical practices.

• Equity and inclusion in AI healthcare initiatives: Ensuring that AI tools bridge gaps in access to quality care and prioritize underrepresented populations.

• The critical role of public–private partnerships (PPPs): Demonstrating AI’s scalable value and supporting sustainable innovation.

This episode underscores the urgent need for collaboration, transparency, and a shared vision to unlock AI’s full potential in healthcare. Tune in to explore how ethical, strategic approaches can revolutionize healthcare delivery and outcomes globally.

Full report available here: https://reports.weforum.org/docs/WEF_The_Future_of_AI_Enabled_Health_2025.pdf

This episode was crafted using AI, delivering the key takeaways from this important update in a concise, educational, and accessible format—perfect for staying informed on the go.

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In this episode, we break down how AI agents are redefining the boundaries of artificial intelligence. Unlike traditional AI tools like chatbots or GPTs that rely on human direction, AI agents act independently to achieve goals, save time, and create hyper-personalized solutions.

Topics Covered:

• What are AI agents, and how do they differ from traditional AI tools?

• How autonomy transforms AI into a proactive collaborator

• Use cases for AI agents in healthcare, including personalized updates for oncology teams and doctors

• The future of AI agents: Tools like Claude Computer Use and OpenAI's Operator

Credits:
Production: MedShake Studio
Host: Anca Petre

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In this episode, Anca dives into a fascinating study recently published in The Lancet Digital Health, which surveyed over 2,400 researchers from 90+ countries to understand their perspectives on AI chatbots in the scientific process. Are tools like ChatGPT and Google Bard transforming research, or are they just another tech trend?

Topics Covered:

• How researchers are using AI chatbots for tasks like manuscript editing, translation, and workflow automation

• Barriers to adoption: concerns about transparency, accuracy, and data privacy

• The lack of institutional training and policies around AI tools

• The growing interest in AI training and the future role of chatbots in research

Credits:
Production: MedShake Studio
Host: Anca Petre

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In this episode, we unpack the FDA's draft guidance on using artificial intelligence (AI) to support regulatory decision-making for drug and biological products. This guidance outlines a comprehensive framework for assessing the credibility of AI models, detailing essential steps like defining the context of use, evaluating model risk, and maintaining credibility across the product lifecycle. The document highlights the importance of transparency, data quality, and risk-based approaches to ensure that AI-driven insights meet the rigorous standards required for regulatory approval.

Whether you're in the pharmaceutical or biotech sectors, this episode is a must-listen for understanding how AI can accelerate innovation while maintaining compliance with regulatory requirements.

This AI-generated episode is designed to deliver key insights from complex industry updates in a fast, educational, and accessible format—helping you stay informed and ahead of the curve.

Full guidance available here: https://www.fda.gov/media/184830/download

This episode was crafted using AI, delivering the key takeaways from this important update in a concise, educational, and accessible format—perfect for staying informed on the go.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

In this episode, we dive into the FDA's latest draft guidance on submitting information for medical devices powered by artificial intelligence (AI). This comprehensive guide provides non-binding recommendations on the documentation required for market authorization requests, covering crucial aspects such as device description, user interface, risk evaluation, data management, model validation, and cybersecurity. We explore how the FDA emphasizes transparency and a user-centered approach throughout the product lifecycle, ensuring safety and effectiveness in AI-driven medical devices. Additionally, we discuss the practical tools included in the guidance, such as documentation examples and model cards, designed to simplify and streamline the submission process. Whether you're in medtech, pharma, or curious about regulatory trends, this episode offers valuable insights into the evolving landscape of AI in healthcare.

Full guidance available here: https://www.fda.gov/media/184856/download

This episode was crafted using AI, delivering the key takeaways from this important update in a concise, educational, and accessible format—perfect for staying informed on the go.

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• From marketing to medicine: How eye-tracking evolved into a tool for cognitive health

• Decoding cognitive load and mental states through eye movements

• Inside SOMAREALITY’s biomarkers: Scientifically validated tools for understanding cognition

• Game-changing healthcare applications: Supporting surgical teams and assessing mental states

• VR and eye-tracking integration: Realistic simulations for cognitive research

• Beyond healthcare: Eye-tracking tech in automotive, aviation, and more

Credits:
Production: MedShake Studio
Host: Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• George’s journey from computer science to medical training and the inception of OramaVR

• The integration of Web4, AI, and extended reality (XR) in healthcare

• The concept of digital twins for training, planning, navigation, rehabilitation, and therapy in medical procedures

• How XR and AI are being used to create customizable training and planning environments for healthcare professionals

• Differences in the adoption and innovation of medical XR technologies between Europe and the US

• Future trends in healthcare: the role of AI in creating the medical metaverse and personalized virtual environments for patient education

Credits:

Production: MedShake Studio

Host: Anca Petre

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Startups/project presented:

- Damae Medical: A revolutionary skin cancer detection device that uses a tiny microscope to see beneath the skin's surface, providing non-invasive, real-time insights.

- Inali Arms: Bionic arms controlled by brain signals, offering a game-changing solution for people with limb loss.

- Grapheal: A smart wound care system with wearable patches that monitor wound health in real-time, sending data directly to your phone.

- Lattice Medical: A bioresorbable tissue chamber that redefines breast reconstruction, promoting natural tissue growth after mastectomies.

- Dot Lumen: AI-powered glasses that function like a guide dog, providing visually impaired individuals with enhanced mobility and independence.

- Futura Gaia: Soil-based vertical farming with rotating beds, offering a sustainable way to grow food using up to 90% less water and no pesticides.

- Atacama Biomaterials: An innovative solution replacing plastic with compostable and recyclable materials made from wood pulp.

Credits:

Production: MedShake Studio

Host: Anca Petre

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Natalia shares her experience working on cutting-edge projects in digital health, including blockchain-based solutions for data governance, clinical trials, and patient identity systems. We explore how Web3 technologies are reshaping healthcare by giving patients control over their data, boosting personalized healthcare, and enabling secure, tamper-proof systems for data sharing.

Key topics covered:

• How blockchain is revolutionizing clinical trials and data governance

• The rise of self-sovereign identity systems for health data security

• How decentralized platforms are accelerating research and drug discovery

• Real-world examples of frameworks like GDPR, FHIR, and eConsent in action

If you're curious about the future of healthcare and how Web3 and blockchain will transform the way we manage health data, this episode is for you!

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Topics Covered:

- Defining the metaverse and its role in healthcare

- Improving access to healthcare through virtual clinics

- Immersive experiences to reduce patient anxiety

- The promise of digital twins and personalized care

- Challenges with data privacy and security concerns

- Regulatory hurdles and patient adoption barriers

Credits:

Production: MedShake Studio

Host: Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

- AI-powered security systems and their impact on crowd management

- The role of digital twins in Olympic planning and logistics

- Effectiveness of AI-generated personalized highlight reels

- Blockchain-based ticketing: Hype or reality?

- NFTs in fan engagement: Successes and challenges

- AI tools for athlete health, injury management, and anti-doping efforts

Credits:

Production: MedShake Studio

Host: Anca Petre

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Topics Covered:

• The rise of cryptofitness: How apps like Sweatcoin and Fitcoin reward exercise with cryptocurrency

• Exploring the integration of Extended Reality (XR) in fitness: Could "Pokémon Go meets Bitcoin" be the next big thing?

• Economic models of cryptofitness platforms: Are they sustainable or just modern pyramid schemes?

• Scientific insights on financial incentives and physical activity: What drives consistent behavior change?

• The role of social support in maintaining long-term fitness: Can virtual communities replicate real-life motivation?

Credits:

Production: MedShake Studio
Host: Anca Petre

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Dans cet épisode, elle explique comment Tilak Healthcare intègre la gamification dans ses solutions de thérapie digitale, visant notamment les patients âgés. Découvrez comment cette stratégie innovante améliore l'engagement et la rétention des patients, et explorez les perspectives futures de l'entreprise dans le domaine de la santé numérique.

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Episode Highlights:

🔍 Adoption Challenges: Filippo shares his perspective on why the pharmaceutical industry has been slow to adopt blockchain and Web3 technologies, discussing regulatory hurdles, scalability issues, and the conservative nature of the industry.

💡 Promising Use Cases: Discover the most promising applications of blockchain in pharma, from enhancing supply chain transparency to ensuring the integrity of clinical trial data.

🚀 Initiating Blockchain Projects: Get practical advice on how to start and successfully execute blockchain projects in the pharmaceutical sector, with a focus on understanding regulatory environments and solving real problems.

🤖 Blockchain & AI Synergies: Explore how the convergence of Web3 and AI can revolutionize data security, enhance sophisticated data analysis, and create new pathways for innovation in healthcare.

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The conversation then explores specific use cases of blockchain in healthcare, highlighting the potential impacts and innovations Partisia could bring to the sector. Challenges of integrating new Web3 technologies into healthcare are discussed, particularly the obstacles Partisia faces in engaging with healthcare stakeholders. Additionally, the episode touches on the supportive role of Zug's blockchain and crypto ecosystem, known as "Crypto Valley," in the development of Partisia Blockchain. The episode concludes with a forward-looking statement on the expected advancements from Partisia in healthcare technology.

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Medtech : Le numérique au service de la santé augmentée

Invités :

- Philippe Emery, Directeur Général d'Abbott France

- Pr Michael Joubert, Professeur d'Endocrinologie à la Faculté de Médecine de l'Université de Caen-Normandie et Chef de service du Centre de Recherche Clinique du CHU de Caen

Sujets Abordés :

- L'impact des technologies de santé sur la prise en charge médicale.

- Les innovations technologiques dans la gestion des pathologies chroniques comme le diabète.

- La télésurveillance et la prévention grâce aux dispositifs médicaux connectés.

- L'évolution de la relation médecin-patient avec l'introduction des technologies de suivi continu et à distance.

- Les perspectives futures des technologies de santé, notamment l'intégration de l'IA dans les dispositifs médicaux.

Cet épisode est en partenariat avec Abbott :

Nous sommes ravis d'annoncer notre participation à VivaTech ce mardi 22 mai pour modérer la table ronde "RENDRE SA PLACE AU MÉDECIN : VERS UNE SANTÉ PLUS HUMAINE GRÂCE AUX DONNÉES" organisée par Abbott avec des invités exceptionnels. Ne manquez pas ce rendez-vous le 22 mai à 12h30 à VivaTech ! Un grand merci à Abbott pour leur confiance.

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Today's episode is brought to you in partnership with DeSci Nordics, the go-to event for decentralized science enthusiasts.

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Tyler shares Molecule's mission to bridge the funding gap in biomedical research, particularly during the challenging "Valley of Death" phase. We explore how Molecule leverages web three technologies to incentivize early-stage research funding by digitizing intellectual property. Discover how researchers, patients, and advocacy groups collaborate to fund and own IP, reshaping the dynamics of translational funding.

Delving into the concept of IP-NFTs, Tyler demystifies the technology beyond its association with digital art, highlighting its role in making intellectual property natively transactable and governable. Beyond the IP-NFT protocol, we explore Molecule's ecosystem, including the Biotech IP Marketplace and BioDAO Launchpad, showcasing how these components amplify community-driven innovation.

What sets Molecule apart is its foundation in real industry needs, driven by individuals deeply embedded in biomedical research. Tyler's journey from biochemist to innovator underscores the authentic drive to solve real-world problems through web three solutions.

Join us as we unravel the potential of Web3 for research and science, inviting skeptics to explore its transformative power and get involved in shaping the future of healthcare. Tune in to gain insights into Molecule's vision and explore the dynamic landscape of Web3 in healthcare. Whether you're a researcher, entrepreneur, or passionate about driving change in healthcare, this episode offers a compelling glimpse into the possibilities of decentralized innovation.

Today's episode is brought to you in partnership with DeSci Nordics, the go-to event for decentralized science enthusiasts. Join us in Tallinn, Estonia, on April 25th. Don't miss out—register now to be part of the future of science.

Registration link: https://lu.ma/descinordics

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Veronica explains why she chose the DAO model for Asterisk, emphasizing its inclusivity and flexibility. She highlights the historical gaps in women's health research and the urgent need for comprehensive data.

AsteriskDAO aims to fill these gaps by creating data lakes through self-reporting, empowering women to contribute to research and shape healthcare decisions. Veronica envisions a future where women have a stake in their own well-being through DAO participation.

Today's episode is brought to you in partnership with DeSci Nordics, the go-to event for decentralized science enthusiasts. Join us in Tallinn, Estonia, on April 25th. Don't miss out—register now to be part of the future of science.

Registration link: https://lu.ma/descinordics

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Today's episode is brought to you in partnership with DeSci Nordics, the go-to event for decentralized science enthusiasts. Join us in Tallinn, Estonia, on April 25th. Don't miss out—register now to be part of the future of science.

Registration link: https://lu.ma/descinordics

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Today's episode is brought to you in partnership with DeSci Nordics, the go-to event for decentralized science enthusiasts. Join us in Tallinn, Estonia, on April 25th. Don't miss out—register now to be part of the future of science.

Registration link: https://lu.ma/descinordics

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Today's episode is brought to you in partnership with DeSci Nordics, the go-to event for decentralized science enthusiasts. Join us in Tallinn, Estonia, on April 25th. Don't miss out—register now to be part of the future of science.

Registration link: https://lu.ma/descinordics

Hosted on Ausha. See ausha.co/privacy-policy for more information.

Today's episode is brought to you in partnership with DeSci Nordics, the go-to event for decentralized science enthusiasts. Join us in Tallinn, Estonia, on April 25th. Don't miss out—register now to be part of the future of science.

Registration link: https://lu.ma/descinordics

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Avec la participation d'Ingrid Vallée, Health Industry Advisor chez Microsoft, nous plongeons dans une discussion approfondie sur l'impact et l'adoption des technologies immersives, telles que la réalité augmentée (AR) et la réalité virtuelle (VR), dans le domaine médical. Microsoft se positionne à l'avant-garde, avec des initiatives comme HoloLens et des partenariats stratégiques, façonnant l'avenir numérique de la santé.

Ingrid nous offre des éclairages sur la stratégie de Microsoft pour intégrer ces outils innovants dans le quotidien des professionnels de santé, en mettant l'accent sur des cas d'usage concrets : formation, planification chirurgicale, gestion de la douleur, et plus encore. Elle souligne l'importance de la collaboration et du partage d'expertise à travers le métaverse, illustrant comment ces technologies facilitent des interventions plus sereines et efficaces, tout en ouvrant des portes vers une formation immersive et une télé-expertise sans précédent.

Cet épisode offre une perspective fascinante sur l'avenir de la médecine, où le métaverse et les technologies de réalité mixte promettent de transformer les pratiques professionnelles, améliorant ainsi la qualité des soins et l'efficacité opérationnelle dans le secteur de la santé.

Ne ratez pas cette exploration captivante du métaverse au service de la santé professionnelle, un domaine où innovation et technologie se rencontrent pour repousser les frontières de la médecine traditionnelle.

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Du gaming aux thérapies digitales, ce voyage numérique révèle les possibilités infinies offertes par les mondes virtuels dans le traitement des maladies, la gestion de la douleur, et le soutien à la santé mentale. Microsoft, pionnier dans l'intégration de la réalité virtuelle et des jeux vidéo dans le domaine de la santé, ouvre la voie à des applications pratiques allant de l'éducation sur la santé dans Minecraft à des simulations pour le traitement des phobies.

Ingrid Vallée partage des insights précieux sur la stratégie de Microsoft, illustrant comment le métaverse peut servir de plateforme pour des interventions médicales innovantes, l'amélioration de l'observance des traitements, et même la sensibilisation à travers des campagnes éducatives ludiques. Les exemples concrets montrent comment le divertissement numérique et les environnements virtuels peuvent avoir un impact tangible et positif sur la santé et le bien-être des patients.

Cet épisode offre une perspective fascinante sur l'avenir de la santé numérique, où le métaverse devient un outil puissant au service du patient, dépassant les frontières traditionnelles entre le jeu et la guérison. Ne manquez pas cette exploration du potentiel transformatif du métaverse dans la santé, où innovation, jeu, et soins se rencontrent pour façonner l'avenir du bien-être.

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It is my pleasure to welcome to the show Ivan Leis, CFO at NFT Studios, our partners for this series. Joining us as well is Marguerite, our own marketing expert. 

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It is my pleasure to welcome to the show Ivan Leis, CFO at NFT Studios, our partners for this series. Joining us as well is Marguerite, our own marketing expert. 

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It is my pleasure to welcome to the show Ivan Leis, CFO at NFT Studios, our partners for this series. Joining us as well is Marguerite, our own marketing expert. 

Hosted on Ausha. See ausha.co/privacy-policy for more information.

It is my pleasure to welcome to the show Ivan Leis, CFO at NFT Studios, our partners for this series. Joining us as well is Marguerite, our own marketing expert. 

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