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Effect of patient‐contextual skin images in human‐ and artificial intelligence‐based diagnosis of melanoma: Results from the 2020 SIIM‐ISIC melanoma classification challenge

While the high accuracy of reported AI tools for melanoma detection is promising, the lack of holistic consideration of the patient is often criticized. Along with medical history, a dermatologist… Click to show full abstract

While the high accuracy of reported AI tools for melanoma detection is promising, the lack of holistic consideration of the patient is often criticized. Along with medical history, a dermatologist would also consider intra‐patient nevi patterns, such that nevi that are different from others on a given patient are treated with suspicion.

Keywords: effect patient; melanoma; skin images; contextual skin; patient; patient contextual

Journal Title: Journal of the European Academy of Dermatology and Venereology
Year Published: 2024

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