Into The Metahealth - Web3 & AI in Healthcare

• The Incredible Story of AlphaFold

  In this episode, Anca tells the fascinating story of AlphaFold, the AI system that cracked one of biology’s greatest mysteries: how proteins fold. What started as an ambitious challenge at DeepMind has become a transformative breakthrough with far-reaching implications for medicine, drug discovery, and beyond.Topics Covered:Why protein folding matters and why it was such a hard problemHow DeepMind shifted from game-playing AIs like AlphaGo to solving core problems in biologyThe evolution from AlphaFold 1 to AlphaFold 2 and what made the second version revolutionaryHow AlphaFold uses deep learning and transformer models to predict 3D protein structuresThe impact of AlphaFold across global research, healthcare, and biotechWhat’s next in AI-powered biology—from protein complexes to drug discoveryCredits:Production: MedShake StudioHost: Anca Petre✔ Stay connected and learn more:LinkedIn: linkedin.com/in/ancapetreWebsite: www.ancapetre.com & www.medshake-studio.comEmail: [email protected] 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 by Ausha. See ausha.co/privacy-policy for more information.

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• How AI Learned to Think: The Chain-of-Thought Revolution

  In this episode, we explore a major breakthrough in the world of artificial intelligence: Chain-of-Thought prompting. This new technique teaches AI to reason step by step—just like a human would—and it’s revolutionizing how machines tackle complex problems.Topics Covered:What Chain-of-Thought prompting is and how it worksWhy traditional AI models struggled with multi-step reasoningHow Chain-of-Thought led to massive performance gains on tasks like math word problemsThe importance of reasoning transparency and trust in AI systemsImplications for healthcare, logic, and problem-solving across industriesHow this shift signals a deeper, more human-like kind of machine intelligenceCredits:Production: MedShake StudioHost: Anca Petre✔ Stay connected and learn more:LinkedIn: linkedin.com/in/ancapetreWebsite: www.ancapetre.com & www.medshake-studio.comEmail: [email protected] 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 by Ausha. See ausha.co/privacy-policy for more information.

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• What the First AI Mental Health Trial Just Revealed

  In this episode, we unpack a groundbreaking study that could reshape how we think about mental health care. For the first time, a fully automated generative AI chatbot—Therabot—has been rigorously tested in a randomized controlled trial to treat depression, anxiety, and eating disorders. The results? Promising, and possibly game-changing.Topics Covered:How Therabot was developed and clinically validatedKey findings from the NEJM AI-published studyThe significance of small but meaningful improvements in mental health symptomsUnderstanding therapeutic alliance with AI: can bots build trust?Implications for access, scalability, and the future of digital mental health careEthical considerations and what still needs to be addressedCredits:Production: MedShake StudioHost: Anca Petre✔ Stay connected and learn more:LinkedIn: linkedin.com/in/ancapetreWebsite: www.ancapetre.com & www.medshake-studio.comEmail: [email protected] 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 by Ausha. See ausha.co/privacy-policy for more information.

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• Is AI Ready to Be Your Doctor? What OpenAI Reveals

  In this episode, we dive into HealthBench, a groundbreaking benchmark released by OpenAI to evaluate how well large language models perform in real-world healthcare conversations.Topics Covered:What makes HealthBench different from previous AI benchmarksHow GPT-3.5, GPT-4o, and the unreleased o3 model scoredWhy a 60% success rate still falls short of clinical standardsThe future role of AI in healthcare—augmentation, not replacementKey takeaways about responsible AI deployment in medicineCredits:Production: MedShake StudioHost: Anca Petre✔ Stay connected and learn more:LinkedIn: linkedin.com/in/ancapetreWebsite: www.ancapetre.com & www.medshake-studio.comEmail: [email protected] 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 by Ausha. See ausha.co/privacy-policy for more information.

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• Why Doctors Don’t Use All Our Data

  In this episode, we uncover the surprising reality behind your medical records: even though your electronic health record (EHR) contains rich, personal data, most of it goes unused. We explore why that is — and how new technologies are beginning to unlock its potential.Topics Covered:What’s actually inside your EHR — and why it often stays siloedThe barriers to health data sharing, from privacy laws to unclear incentivesHow synthetic data is revolutionizing research and AI trainingThe rise of digital twins: virtual versions of patients used to personalize careWhat it takes to safely and ethically use personal health data in medicineCredits:Production: MedShake StudioHost: Anca Petre✔ Stay connected and learn more:LinkedIn: linkedin.com/in/ancapetreWebsite: www.ancapetre.com & www.medshake-studio.comEmail: [email protected] 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 by Ausha. See ausha.co/privacy-policy for more information.

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