The “diagnostic gap” remains a sobering reality in dermatology. In Black patients, 52% of melanomas are diagnosed at a late stage, compared to just 16% in White patients. In addition, traditional “classic” patterns often fail dermatologists when diagnosing conditions in Fitzpatrick skin types V and VI. A poster presented at Skin of Color Update explores how to bridge this gap through pigment-specific dermoscopy and AI.
The highlights:
- The Bias Reality Check: “Off-the-shelf” AI tools can drop from 70% accuracy in lighter skin to as low as 17% accuracy for Fitzpatrick Type VI.
- The Power of Integration: When AI is optimized for skin of color and paired with high-quality dermoscopy, diagnostic sensitivity can jump from 63.4% to 86.1%.
- New Clinical Pearls: Learn why you must look for skin of color-specific features like eccrine pigmentation and central hyperpigmentation to improve your diagnostic yield.
AI isn’t here to replace your clinical nuance—it’s here to be the “second opinion” that helps catch the “can’t-miss” diagnoses.
Read a Next Steps in Derm interview with lead author Zahraa Rabeeah, MD, to learn how to enhance your practice today.
