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ADOPT Automated Phlebotomy: Exceptional Performance. Unproven Generalizability across Skin Tones

Joe M El-Khoury1

  • 1Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, United States.

Clinical Chemistry
|May 20, 2026
PubMed
Abstract

No abstract available in PubMed .

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Changes in Skin Color: Clinical Perspectives01:14

Changes in Skin Color: Clinical Perspectives

The first thing a clinician sees is the skin, so the examination of the skin should be part of any thorough physical examination. Most skin disorders are relatively benign, but a few, including melanomas, can be fatal if untreated. A couple of the more noticeable disorders, albinism and vitiligo, affect the appearance of the skin and its accessory organs.
Albinism
Albinism is a genetic disorder that affects (completely or partially) the coloring of skin, hair, and eyes. The defect is primarily...

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