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Integrating Anisotropic Heat Flow and Transformer Encoders in Convolutional Neural Network for Skin Cancer Classification

2024-12-17

Abstract excerpt

<title>Abstract</title> <p>The early detection and classification of skin cancer are pivotal in improving patient outcomes and reducing healthcare burdens. However, traditional deep learning models in dermatological diagnostics often struggle with the nuanced differentiation of skin lesions. This paper introduces a novel approach, integrating an Advanced Heat Flow Layer into deep learning architectures for skin c...

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Literature Corpus work: 34a88ba7-42c2-5a94-be5a-79fa59a67a63
DOI: 10.21203/rs.3.rs-5442690/v1

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