『Explainable Clinical Digital Twins: One Engine for Power Plants and Patients』のカバーアート

Explainable Clinical Digital Twins: One Engine for Power Plants and Patients

Explainable Clinical Digital Twins: One Engine for Power Plants and Patients

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The same software engine can run a 400-megawatt power plant and simulate whether a cancer drug will survive a real-world patient population. That’s not two companies — it’s one engine, built by a founder who came up not in medicine but in gas turbines and heavy industry.In this episode, Dr. Junaid Kalia hosts — with co-hosts Ed Marx and Dr. Harvey Castro — a two-guest conversation with Dr.-Ing. Amir A. Hashmi, founder of Xcelenz and creator of the GENEXIX digital-twin platform, and Dr. Dania Amir, the internal-medicine physician leading its clinical validation. GENEXIX carries an industrial-reliability DNA — traceability, baselines, failure-mode reasoning, “no black-box AI” — from the power plant into the hospital, where the same engine models a patient’s physiology, predicts deterioration, and runs in-silico drug simulations for research. The Signal & Symptoms question: does an industrial mindset actually earn a doctor’s trust at the bedside — and what should a health system ask before it lets a digital twin, especially one born in industry, near a real clinical decision?What You Will Discover:Cold open — one engine, two worlds Welcome + meet the two guests (Amir + Dania) From industry to medicine: Amir’s crossover The physician’s role: Dania on clinical validation Why build a digital twin? (the analogy) The clinical twin: modeling multi-organ physiology Under the hood: explainable architecture In the ICU: where the twin earns its value The stakes + the intelligence layer The future — “don’t surrender to AI, learn AI”Connect with us:Dr. Harvey Castro, ER Physician, #DrGPT™ 💼 LinkedIn — https://www.linkedin.com/in/harveycastromd/ 🔗 Website — https://www.harveycastromd.com/ 📷 Instagram — https://www.instagram.com/harveycastromd/ 📑 Substack — https://harveycastromd.substack.com/Edward Marx, CEO, Advisor💼 LinkedIn — https://www.linkedin.com/in/edwardmarx/ 🔗 Website — https://www.marxadvisory.com/📹 YouTube — https://www.youtube.com/@EdwardMarxDr. 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/@junaidkaliamdSpecial Guest:Dr.-Ing. Amir A. Hashmi — Founder & Advisor, Xcelenz (creator of the GENEXIX digital-twin platform) 💼 LinkedIn — https://www.linkedin.com/in/amir-a-hashmi-dr-ing-42354113/Dr. Dania Amir — Director of Clinical AI & Internal Medicine Lead, GENEXIX-cDT (MRCP, UK)💼 LinkedIn — https://www.linkedin.com/in/dr-dania-amir-a554208aVisit our website: https://signalandsymptoms.comGet advisory insights about Healthcare AI — at zero cost: https://junaidkaliamd.substack.com/Medical disclaimer: This conversation is for general informational purposes and is not medical advice. Listening does not create a doctor–patient relationship. Always consult a qualified clinician for your child’s care.
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