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Alex Siauw is a patient advocate.

The dangerous racial bias in dermatology AI

Alex Siauw
Tech
October 21, 2025

The Bay Area has become the epicenter of artificial intelligence, home to renowned startups and labs racing to prove AI’s power to transform our daily lives.

Just three months ago, California released its own Frontier AI Policy Report, commissioned by Governor Gavin Newsom, which warned that without stronger oversight and transparency, AI models threaten equity and accountability, especially in health care. Nowhere is this danger more urgent than in dermatology.

A …

Read more…

The dangerous racial bias in dermatology AI

Why primary care needs better dermatology training

Alex Siauw
Conditions
August 25, 2025

About a month ago, I developed a very sudden and alarming skin condition—clusters of painful, itchy bumps that quickly spread across my arms, legs, and chest. At first, I was not overly worried. I made an appointment with my primary care physician, expecting answers. But the exam was brief—she took a cursory glance and speculated it was an allergic reaction. To her credit, she didn’t jump to conclusions. She snapped …

Read more…

Why primary care needs better dermatology training

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  • Most Popular

  • Past Week

    • Politics and fear have replaced science in U.S. pain management [PODCAST]

      The Podcast by KevinMD | Podcast
    • Evidence-based medicine vs. clinical judgment: a medical student’s perspective

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    • The controversy over Maintenance of Certification for grandfathered physicians

      Bernard Leo Remakus, MD | Physician
    • How hindsight bias distorts clinical medicine

      Olumuyiwa Bamgbade, MD | Physician
    • When side effects are actually a cry for help with medication costs

      Shuchita Gupta, MD | Physician
    • The hidden math behind physician hiring costs and recruitment

      Timothy Lesaca, MD | Physician
  • Past 6 Months

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    • The 9 laws of health care quality: Why metrics miss the point

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    • Politics and fear have replaced science in U.S. pain management [PODCAST]

      The Podcast by KevinMD | Podcast
    • From Singapore to Canada: a blueprint for primary care transformation

      Ivy Oandasan, MD | Policy
    • How board certification fuels the physician shortage crisis

      Brian Hudes, MD | Physician
  • Recent Posts

    • Why measuring muscle mass matters more than tracking your weight [PODCAST]

      The Podcast by KevinMD | Podcast
    • Health insurance incentives and alternatives to opioids for chronic pain

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    • Independent medical practice: Why private clinics are essential

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    • How hindsight bias distorts clinical medicine

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    • Do no harm: Why physician burnout requires bottom-up reform

      Desiree Francis, MD | Physician
    • Institutional distrust in health care: Why a doctor lost faith

      Joshua Mirrer, MD | Physician

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