Machine Learning for MDs by Sarah Gebauer, MD
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Can We Streamline the AI Governance Homework Packets?
A new, free crosswalk of NIST, CHAI, and RAISE
Jul 1
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Sarah Gebauer, MD
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Machine Learning for MDs by Sarah Gebauer, MD
Can We Streamline the AI Governance Homework Packets?
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June 2025
What Does ‘Good’ Look Like? A Rubric for Healthcare AI Governance
The Life-Changing Magic of Knowing What You're Looking For
Jun 24
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Sarah Gebauer, MD
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Machine Learning for MDs by Sarah Gebauer, MD
What Does ‘Good’ Look Like? A Rubric for Healthcare AI Governance
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We Forgot to Evaluate EHRs Throughout the Lifecycle. AI Governance is Our Do-Over
What EHRs taught us about (lack of) health tech evaluation, and what AI is forcing us to do better
Jun 3
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Sarah Gebauer, MD
3
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Machine Learning for MDs by Sarah Gebauer, MD
We Forgot to Evaluate EHRs Throughout the Lifecycle. AI Governance is Our Do-Over
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May 2025
Trust by Design
What healthcare AI can learn from cybersecurity’s playbook
May 27
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Sarah Gebauer, MD
8
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Machine Learning for MDs by Sarah Gebauer, MD
Trust by Design
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Rethinking Risk in Healthcare AI
Why We're Asking the Wrong Questions, and Where to Focus Instead
May 13
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Sarah Gebauer, MD
6
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Machine Learning for MDs by Sarah Gebauer, MD
Rethinking Risk in Healthcare AI
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The AI Governance Satisfaction Gap
What Clinical Work Can Teach Us About Building Satisfying, Effective AI Oversight
May 6
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Sarah Gebauer, MD
4
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Machine Learning for MDs by Sarah Gebauer, MD
The AI Governance Satisfaction Gap
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April 2025
Healthcare AI Governance: Yes! Details: TBD
An abundance of enthusiasm fuels an overabundance of questions
Apr 17
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Sarah Gebauer, MD
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Machine Learning for MDs by Sarah Gebauer, MD
Healthcare AI Governance: Yes! Details: TBD
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Can Governance Speed Up AI in Healthcare?
Why smarter oversight might be the key to faster, safer healthcare AI adoption.
Apr 15
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Sarah Gebauer, MD
4
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Machine Learning for MDs by Sarah Gebauer, MD
Can Governance Speed Up AI in Healthcare?
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We Don’t Treat Every Patient the Same. Why Do We Treat Every AI Tool That Way?
To govern healthcare AI safely and effectively, we need a risk-based approach—one that mirrors how clinicians already think.
Apr 1
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Sarah Gebauer, MD
5
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Machine Learning for MDs by Sarah Gebauer, MD
We Don’t Treat Every Patient the Same. Why Do We Treat Every AI Tool That Way?
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March 2025
AI Transparency: How many definitions is enough?
The ONC's 11b rule on Decision Support Intervention transparency
Mar 25
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Sarah Gebauer, MD
1
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Machine Learning for MDs by Sarah Gebauer, MD
AI Transparency: How many definitions is enough?
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February 2025
The Basics of Benchmarking in Healthcare AI
Why physicians are easier frameworks for AI benchmarks than EHRs
Feb 18
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Sarah Gebauer, MD
7
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Machine Learning for MDs by Sarah Gebauer, MD
The Basics of Benchmarking in Healthcare AI
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Measuring What Matters: The Ambient Scribe Edition
How are ambient scribes evaluated? Are those the right metrics? Does it matter?
Feb 4
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Sarah Gebauer, MD
6
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Machine Learning for MDs by Sarah Gebauer, MD
Measuring What Matters: The Ambient Scribe Edition
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