Article

SkinGuardian: On-Device AI for Private, Fair, Robust, and Explainable Skin Cancer Detection

2026-01-06

Abstract excerpt

<title>Abstract</title> <p> <bold>Background</bold> : Early skin cancer detection improves outcomes, but access to dermatology screening remains limited. Many AI systems rely on cloud inference, raising privacy concerns and restricting use in low-connectivity settings. <bold>Methods</bold> : We present SkinGuardian, an on-device benign–malignant skin lesion classifier that integrates four trustworthiness dime...

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Literature Corpus work: 2bd23d37-80ac-50a6-9e3c-d6e259050254
DOI: 10.21203/rs.3.rs-8457987/v1

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