『Signal and Symptoms Podcast』のカバーアート

Signal and Symptoms Podcast

Signal and Symptoms Podcast

著者： Harvey Castro MD Junaid Kalia MD & Edward Marx
無料で聴く

概要

 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 2026 Harvey Castro MD, Junaid Kalia MD, & Edward Marx 政治・政府 衛生・健康的な生活 身体的病い・疾患
エピソード
  • Why Healthcare Leaders Are Still Denying the AI Shift

    Why Healthcare Leaders Are Still Denying the AI Shift
    2026/03/03

    Global anxiety about AI and jobs is at its peak. And the data suggests people are right to feel it. But this episode isn't a warning. It's a diagnosis.

    Dr. Junaid Kalia, Edward Marx, and Dr. Harvey Castro step back from the weekly AI noise to examine the macro trajectory of the era we're actually living through — where five major innovation platforms are converging simultaneously, the cost of intelligence is collapsing, and the gap between technology and human adaptability has never been wider.

    The anxiety isn't irrational. It's a signal. And understanding what it's pointing to is the first step.

    What You'll Discover:

    - The Great Acceleration & The Five Converging Platforms

    - Why Brilliant People Are Still Dismissing AI — And What That Tells Us

    - The Cost of Intelligence Is Collapsing

    - AI in Healthcare: Real Gains, Real Barriers

    - The Human-in-the-Loop Design Challenge


    The future of healthcare isn't about choosing between human and machine—it's a collaboration where technology enhances our capabilities while human judgment and compassion remain at the forefront of patient care.


    Referenced in the show:

    🖇️ AI Healthcare Index by Dr. Harvey Castro – https://drive.google.com/file/d/18f04lD4nKtOmjJqc_J-F9bhbY4NkqZki/view?usp=sharing

    🖇️ Big Ideas Research Report by ARK Invest – https://www.ark-invest.com/big-ideas-2026


    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 Healthcare AI — at zero cost:

    https://junaidkaliamd.substack.com/

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    20 分
  • How a 200-Year-Old Hospital Is Adapting to an AI-Driven World

    How a 200-Year-Old Hospital Is Adapting to an AI-Driven World
    2026/02/24
    What happens when a 200-year-old safety-net hospital decides it's had enough of losing revenue to insurance denials and uses AI to fight back? The answer may change how you think about the intersection of clinical care and financial sustainability.In this episode, we sit down with Jani Rad, Dr. Kito Lord, and Robin Clanton from Regional One Health in Memphis, Tennessee. Together, they walk us through how a historically under-resourced hospital became an unlikely AI innovator — starting not with flashy technology, but with a simple question: can we just see our own data? From breaking down departmental silos to deploying AI that identifies payer denial patterns, generates appeals in bulk, and surfaces the big-picture revenue opportunities that encounter-by-encounter worklists will always miss — this team is actively building and testing a solution that directly bridges the gap between clinical documentation, finance, and patient outcomes.What You Will Discover:[00:00] Intro[00:52] Meet the Regional One Health Team[03:24] Data as the Starting Point[04:17] The Physician Advisor Program[06:00] First Tiptoe into AI[08:56] Seeing the Big Picture[10:00] From Data to Action[11:39] AI Checks and Balances[13:26] The AI Arms Race[14:28] Negotiating Denials at Scale[18:16] The Why Behind the WorkConnect 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/@junaidkaliamdDr. Harvey Castro, ER Physician, #DrGPT™💼LinkedIn - https://www.linkedin.com/in/harveycastromd/🔗Website - https://www.harveycastromd.com/📷Instagram - https://www.instagram.com/harveycastromd/?hl=enEdward Marx, CEO, Advisor💼LinkedIn - https://www.linkedin.com/in/edwardmarx/🔗Website - https://www.marxadvisory.com/📹YouTube - https://www.youtube.com/@EdwardMarxSpecial Guest:Jani Rad, CEO, Regional One Health Solutions💼LinkedIn - https://www.linkedin.com/in/janirad/Kito Lord, MD, MBA, CHCQM-PHYADV💼LinkedIn - https://www.linkedin.com/in/kito-lord-md-mba-chcqm-phyadv-0b2a33a6/Learn more about Regional One Health🔗 https://www.regionalonehealth.org/Visit our website:https://signalandsymptoms.com/Get advisory insights about Healthcare AI — at zero cost:https://junaidkaliamd.substack.com/
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    20 分
  • Why Healthcare AI Startups Fail—Microsoft Global Health Leader Reveals the Fix

    Why Healthcare AI Startups Fail—Microsoft Global Health Leader Reveals the Fix
    2026/02/17

    Why do brilliant healthcare products fail before they ever reach patients? Sally Ann Frank, who leads Microsoft's worldwide strategy for health startups, exposes the fatal mistake and her proven protocol to avoid it.

    In this episode, Sally Ann Frank, Global Lead for Health & Life Sciences at Microsoft for startups, breaks down her proven Startup Protocol framework to achieve healthcare AI startup success in an agentic AI era. Drawing from her work with hundreds of early-stage companies, Sally emphasizes the critical mistake first-time founders make: investing all their energy in building a great product without doing customer discovery to prove anyone will actually pay for it. As AI agents transform healthcare delivery, she argues the conversation must shift from talking about AI capabilities to obsessively documenting the tangible value it creates—whether that's saving clinician time, improving patient outcomes, or streamlining administrative workflows.

    This episode provides Sally's tactical playbook for documenting value so convincingly that doing nothing becomes your customer's riskiest choice. From ideation to scale, her framework delivers the strategic clarity founders need to transform breakthrough ideas into fundable, sustainable businesses.


    What You Will Discover:

    - Sally Ann Frank: Her Mission In Action

    - Why Startups Fail Before Launch

    - How to Document End-User Value in Agentic AI era

    - Who Validates Value Before Scaling

    - The Unicorn Protocol

    - The No Free Pilots Rule

    - The Founder Mindset that Wins

    - Your Biggest Competitor: Customers Doing Nothing

    - A No Is Never Final


    Referenced in the show:

    🖇️ "The Start Up Protocol: A Guide for Digital Health Startups to Bypass Pitfalls and Adopt Strategies That Work" by Sally Ann Frank – https://www.amazon.com/Startup-Protocol-Startups-Pitfalls-Strategies/dp/103263944X/ref=tmm_pap_swatch_0?_encoding=UTF8&qid=1699382769&sr=8-8

    🖇️ “The Unicorn Protocol: Digital Health Unicorns, How They Got There and What You Can Learn From Them” – https://www.amazon.com/Unicorn-Protocol-Digital-Health-Unicorns/dp/1032711019/?_encoding=UTF8&pd_rd_w=G2PgE&content-id=amzn1.sym.0fb2cce1-1ca4-439a-844b-8ad0b1fb77f7&pf_rd_p=0fb2cce1-1ca4-439a-844b-8ad0b1fb77f7&pf_rd_r=135-3915937-9293427&pd_rd_wg=HIDM6&pd_rd_r=dfd48b8a-14cb-42ef-98fc-b91d305d282c&ref_=aufs_ap_sc_dsk

    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 -

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    20 分
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