Signal and Symptoms Podcast Podcast Por Harvey Castro MD Junaid Kalia MD & Edward Marx arte de portada

Signal and Symptoms Podcast

Signal and Symptoms Podcast

De: Harvey Castro MD Junaid Kalia MD & Edward Marx
Escúchala gratis

Three healthcare AI experts who've watched millions wasted on failed projects. Dr. Harvey Castro, Dr. Junaid Kalia, Edward Marx, and guest experts cover all things healthcare AI - from digital transformation to clinical reality. Every Tuesday, we diagnose real failures, reveal what actually works, and help you avoid the expensive mistakes we've seen repeated everywhere. Because when AI decisions affect patient care, getting it right isn't optional.Copyright 2025 Harvey Castro MD, Junaid Kalia MD, & Edward Marx Enfermedades Físicas Higiene y Vida Saludable Política y Gobierno
Episodios
  • 15 Healthcare Leaders Predict 2026: AI Will Transform Care (Or Collapse Under Bureaucracy)
    Dec 30 2025

    This Holiday Special brings together 15 healthcare leaders, technologists, and innovators to tackle the biggest questions facing medicine in 2026. AI tools are proliferating across hospitals, but can healthcare systems integrate them effectively?

    Healthcare stands at a crossroads in 2026. AI is everywhere—from radiology to clinical decision support—but critical questions remain. Will it lower costs for patients? Can hospitals keep pace with innovation? And most importantly: who's steering this transformation? Our diverse panel of physicians, educators, consultants, and entrepreneurs shares their frontline perspectives on what's working, what's failing, and what must change.

    Tune in to discover practical steps for upskilling, embedding AI into workflows, and ensuring the next generation enters the workforce ready to leverage these technologies for better patient outcomes.


    What You Will Discover:

    - What's Coming in Healthcare AI 2026

    - Breakthrough Technologies & AI in Practice

    - What's Holding Healthcare Back

    - What You Can Do Now


    Connect with us:

    Dr. Junaid Kalia, Neurocritical Care Specialist and Founder of Savelife.AI™

    💼LinkedIn - https://www.linkedin.com/in/junaidkaliamd

    🔗Website - https://www.junaidkalia.com/

    📹YouTube - https://www.youtube.com/@junaidkaliamd

    Dr. Harvey Castro, ER Physician, #DrGPT™

    💼LinkedIn - https://www.linkedin.com/in/harveycastromd/

    🔗Website - https://www.harveycastromd.com/

    📷Instagram - https://www.instagram.com/harveycastromd/?hl=en

    Edward Marx, CEO, Advisor

    💼LinkedIn - https://www.linkedin.com/in/edwardmarx/

    🔗Website - https://www.marxadvisory.com/

    📹YouTube - https://www.youtube.com/@EdwardMarx


    Special Guest:

    Avinash Jayaswal, MD, MS, MSc,

    💼LinkedIn - https://www.linkedin.com/in/avinash-jayaswal-md-ms-msc-464a5a2/

    Jim Pollock

    💼LinkedIn - https://www.linkedin.com/in/jimdpollock/

    Dipu Patel, DMSc, MPAS, ABAIM, PA-C

    💼LinkedIn - https://www.linkedin.com/in/dipu-patel-dmsc-pa-c-695000b/

    Arlen Meyers, MD, MBA

    💼LinkedIn - https://www.linkedin.com/in/ameyers/

    Kianor Shah DMD, MBA

    💼LinkedIn -

    Más Menos
    24 m
  • What If Better Patient Care Actually Cost Less? The AI Reality
    Dec 23 2025

    The future of AI-enabled care is massive and available, but the question remains: will we be the ones leading it?

    In this episode, Dr. Robert Pearl – Former CEO of Permanente Medical Group (Kaiser Permanente), Author of "ChatGPT, MD", Forbes Contributor – joins the panel to challenge the core of how we practice medicine today. Medical students are entering training with AI capabilities that their professors don't possess. But beneath this technological evolution lies a clinical crisis: 400,000 deaths annually from misdiagnosis, intermittent care for chronic diseases, and a system that could eliminate up to $2 trillion in wasteful spending.

    The conversation addresses why AI integration advances rapidly in other countries, yet the US lags, not from lack of technology, but from cultural resistance and misaligned financial incentives. Dr. Pearl reveals the solution he's witnessed work at scale that allows a delivery system to have smarter chronic disease management and better doctor-patient interaction.

    This discussion connects directly to what matters most in clinical practice: better diagnostic accuracy, continuous disease monitoring that actually works, and care delivery that doesn't burn out physicians while delivering superior results. The paradigm can shift from the traditional trade-off between quality, access, and cost to a model where increasing quality and access genuinely lowers cost.

    What You Will Discover:

    - The Era of Smarter Students: AI Skills Professors Don't Have

    - The Clinical Crisis: 400,000 Deaths From Misdiagnosis

    - How 24/7 AI Monitoring Reduces Heart Attacks & Strokes by 30-50%

    - Why Current Incentives Block AI Adoption

    - The Fee-for-Service Problem: Rewarding Volume Over Outcomes

    - Why Singapore & Dubai Lead While the US Lags

    - The Capitation Solution: Evidence From Kaiser's Model

    - Flipping the Paradigm: Lower Cost Through Higher Quality & Access



    Referenced in the show:

    🖇️ "ChatGPT, MD: How-AI Empowered Patients & Doctors Can Take Back Control of American Medicine" – https://www.amazon.com/dp/B0CWCV9DVZ

    🖇️ “Mistreated: Why We Think We’re Getting Good Health Care – And Why We’re Usually Wrong” – https://www.amazon.com/Mistreated-Think-Getting-Health-Usually/dp/1610397657/


    Connect with us:

    Dr. Junaid Kalia, Neurocritical Care Specialist and Founder of Savelife.AI™

    💼LinkedIn - https://www.linkedin.com/in/junaidkaliamd

    🔗Website - https://www.junaidkalia.com/

    📹YouTube - https://www.youtube.com/@junaidkaliamd

    Dr. Harvey Castro, ER Physician, #DrGPT™

    💼LinkedIn - https://www.linkedin.com/in/harveycastromd/

    🔗Website - https://www.harveycastromd.com/

    📷Instagram - https://www.instagram.com/harveycastromd/?hl=en

    Edward Marx, CEO, Advisor

    💼LinkedIn - https://www.linkedin.com/in/edwardmarx/

    🔗Website -

    Más Menos
    19 m
  • AI in Healthcare 2025: 3 Insiders Reveal 9 Non-Negotiable Strategies
    Dec 16 2025

    If healthcare AI is truly evolving, why are there still gaps between what technology can do and what healthcare organizations are actually doing? These gaps aren't just inefficiencies. They're creating real clinical risks that directly impact patient outcomes.

    This year-end roundtable brings together three healthcare AI experts—Dr. Harvey Castro, Dr. Junaid Kalia, and Edward Marx—following their appearance at AIMed 2025 to share their key takeaways from deploying AI in the messy reality of hospital systems. They synthesize insights across policy, culture, and implementation: how cost disruption reshapes hospital innovation budgets, what Singapore's mandatory retraining model signals about workforce transformation, and where CMS guidelines create strategic inflection points for health systems. They demonstrate what continuous collaborative learning looks like in practice: completing advanced certifications, testing tools hands-on in their own workflows, and building AI systems for acute care environments.

    Whether you're a clinician evaluating AI tools for your practice, an executive planning institutional strategy, or a founder building healthcare AI solutions, this episode helps you separate signal from noise and position yourself strategically in this transformation.


    What You Will Discover:

    - Introduction & ABIM Course Discussion

    - Ed's 3 Key Learnings for AI-Driven Transformation

    - Harvey's 3 Takeaways: Martec's Law & The Culture Problem

    - Junaid's 3 Lessons from Building AI Solutions

    - Why Nurses Are Being Left Behind in AI Adoption

    - Deep Seek Impact: How AI Costs Dropped 99%

    - Who Should Pay for AI? Government vs. Private Investment

    - Singapore's Approach: Mandatory AI Retraining Policy


    Referenced in the show:

    🖇️ “2025 Agenda: Advancing Healthcare with Expert-Led AI” – https://aimed.swoogo.com/aimed25/8350420


    Connect with us:


    Dr. Junaid Kalia, Neurocritical Care Specialist and Founder of Savelife.AI™

    💼LinkedIn - https://www.linkedin.com/in/junaidkaliamd

    🔗Website - https://www.junaidkalia.com/

    📹YouTube - https://www.youtube.com/@junaidkaliamd


    Dr. Harvey Castro, ER Physician, #DrGPT™

    💼LinkedIn - https://www.linkedin.com/in/harveycastromd/

    🔗Website - https://www.harveycastromd.com/

    📷Instagram - https://www.instagram.com/harveycastromd/?hl=en


    Edward Marx, CEO, Advisor

    💼LinkedIn - https://www.linkedin.com/in/edwardmarx/

    🔗Website - https://www.marxadvisory.com/

    📹YouTube - https://www.youtube.com/@EdwardMarx

    Visit our website:

    https://signalandsymptoms.com/


    Get advisory insights about...

    Más Menos
    17 m
Todavía no hay opiniones