Archive - Ashoo Review: AI in Medicine

Medical Research with Meta Muse

What Humanity Accomplished

Oct 21 • Sam Ashoo, MD

Cleared Is Not Validated

Retrospective Data vs Real-life Validation

Oct 8 • Sam Ashoo, MD

September 2026

OpenAI’s Mental Health Bench

More to this story than 57%

Sep 28 • Sam Ashoo, MD

AI Is Getting Rid of Clinical Judgment

Today I’m writing about three stories that are worth putting together.

Sep 22 • Sam Ashoo, MD

1,357 Devices Cleared, 3 Tested

The FDA AI Evidence Gap

Sep 15 • Sam Ashoo, MD

What Exactly Do We Mean by “AI” in Medicine?

When Does an Algorithm Become AI?

Sep 9 • Sam Ashoo, MD

Disclosure Without Control

The HIPAA Loophole That AI Exploited

Sep 1 • Sam Ashoo, MD

August 2026

AI and Medical Research

I’ve written a lot about AI in Medicine and how we must be careful that its output is validated before applying it in any clinical setting.

Aug 25 • Sam Ashoo, MD

What It Takes to Build a Medical Database

From fragmented patient records to Al-ready insights.

Aug 18 • Sam Ashoo, MD

Is Open Source the Answer to Healthcare AI’s Trust Crisis?

Open source helps with a lot of what’s keeping hospital AI officers up at night this year, but not with everything, and the hospitals that get that…

Aug 14 • Sam Ashoo, MD

When Does AI Become the Standard of Care?

Lessons from the Rise of Point-of-Care Ultrasound

Aug 7 • Sam Ashoo, MD

The Two Pipelines

One hides your name. The other doesn't bother.

Aug 2 • Sam Ashoo, MD

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