Article

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

2026-01-07

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 dimens...

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Literature Corpus work: be08f57b-7c0d-5711-adb9-1bc52580cba1
DOI: 10.21203/rs.3.rs-8484276/v1

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