Tech Anatomy - HealthTech Massively Simplified

MedShake Studio

Tech Anatomy — Health tech massively simplified Decoding AI, Web3, and digital health so health industry leaders can turn complexity into action. Welcome to Tech Anatomy — your bilingual (English & French) dive into the intersection of health and technology. I’m Anca Petre (pharmacist, entrepreneur, health-tech strategist), and here we make the complex accessible. Produced by MedShake Studio, a leading podcast production studio dedicated to healthcare, this channel delivers: Clear, structured explanations of AI, Web3, digital twins, data analytics, virtual care, and more Use cases, trends, and critical insights — grounded in real health industry challenges Myth-busting and sense-making: what works, what doesn’t, where to begin We publish fresh episodes every week — so hit Subscribe to stay updated. Hosted by Ausha. See ausha.co/privacy-policy for more information.

  1. 10월 14일

    Machine learning made ridiculously simple (part 2)

    In this episode of Tech Anatomy, we bring machine learning out of theory and into practice with three real-world use cases that are already improving healthcare today. 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 StudioHost: 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 by Ausha. See ausha.co/privacy-policy for more information.

    6분

  2. 10월 9일

    Machine learning made ridiculously simple (part 1)

    What Is Machine Learning, Really? 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 StudioHost: 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 by Ausha. See ausha.co/privacy-policy for more information.

    9분

  3. 6월 17일

    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 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 StudioHost: 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 by Ausha. See ausha.co/privacy-policy for more information.

    11분

  4. 6월 12일

    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 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 StudioHost: 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 by Ausha. See ausha.co/privacy-policy for more information.

    6분

  5. 6월 10일

    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 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 StudioHost: 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 by Ausha. See ausha.co/privacy-policy for more information.

    7분

  6. 5월 20일

    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 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 StudioHost: 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 by Ausha. See ausha.co/privacy-policy for more information.

    5분

  7. 4월 30일

    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 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 StudioHost: 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 by Ausha. See ausha.co/privacy-policy for more information.

    8분

  8. 4월 28일

    Synthetic Data Massively Simplified

    In this episode, we dive into the world of synthetic data—a term that might sound intimidating but is revolutionizing the way we do healthcare research. Join us as we break down how fake-but-realistic data is helping solve some of medicine’s biggest challenges, from privacy to innovation. 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 StudioHost: 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 by Ausha. See ausha.co/privacy-policy for more information.

    10분
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Tech Anatomy — Health tech massively simplified Decoding AI, Web3, and digital health so health industry leaders can turn complexity into action. Welcome to Tech Anatomy — your bilingual (English & French) dive into the intersection of health and technology. I’m Anca Petre (pharmacist, entrepreneur, health-tech strategist), and here we make the complex accessible. Produced by MedShake Studio, a leading podcast production studio dedicated to healthcare, this channel delivers: Clear, structured explanations of AI, Web3, digital twins, data analytics, virtual care, and more Use cases, trends, and critical insights — grounded in real health industry challenges Myth-busting and sense-making: what works, what doesn’t, where to begin We publish fresh episodes every week — so hit Subscribe to stay updated. Hosted by Ausha. See ausha.co/privacy-policy for more information.

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