Friday Edition · Always Free

Ethical AI in Healthcare

Every Friday: the AI conversation, from a working clinician’s seat.

AI is entering ICU workflow rapidly — algorithmic triage, decision support, autonomous documentation, predictive deterioration scores. Clinicians who understand how these tools work, and how they fail, will lead this transition responsibly. Every Friday is free, because the conversation matters too much to gate.

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What This Track Covers

Topics on the schedule.

Algorithmic triage & bias
Clinical decision support governance
Predictive deterioration models
AI in respiratory care & ventilation
Equity in healthcare algorithms
Regulatory frameworks (FDA, EU AI Act)
When to trust the model, when to override

Latest From This Track

Recent Friday editions.

Friday · Ethical AI in Healthcare

June 5, 2026

The Deployment Has Already Happened. The Outcomes Haven't. A Becker's Snapshot, a Harvard-Stanford Audit, and What This Friday Means for Every ICU in the Country.

Fifty US health systems are running clinical AI at enterprise scale according to a Becker’s Hospital Review snapshot published this week.

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Friday · Ethical AI in Healthcare

May 29, 2026

Your ICU Is Not the Quiet Exam Room. The AI Scribe Was Built for the Quiet Exam Room. Here Is What Two 2026 Papers Just Showed Us About the Gap That Matters Most for Critical Care.

Ambient AI documentation tools are now being marketed for emergency departments, intensive care units, and operating rooms.

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A Note from the Founder

Why Fridays are free.

Healthcare AI will affect every clinician, regardless of subscription. The asymmetry of who shapes these tools and who is shaped by them must be closed. Fridays are ICCN’s contribution: rigorous, accessible, and free to everyone in the conversation.

— Javier Amador-Castaneda, BHS, RRT, FCCM, PNAP

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