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How is Artificial Intelligence Transforming the Skin Cancer Screening Pathway? An Umbrella Review

2026-03-20

Abstract excerpt

<title>Abstract</title> <p>Background AI algorithms for skin cancer detection have shown performance comparable to clinicians in controlled settings, yet their real-world reliability, performance across diverse populations, and readiness for clinical deployment remain uncertain. This umbrella review synthesizes evidence across the screening pathway to characterize AI performance, identify equity gaps, and assess...

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Literature Corpus work: 57e7a76d-00ef-56d6-9ce3-33b8c3081b26
DOI: 10.21203/rs.3.rs-9069373/v1

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