A Deep CNN Transformer Hybrid Model for Skin Lesion Classification of Dermoscopic Images Using Focal Loss

A Deep CNN Transformer Hybrid Model for Skin Lesion Classification of Dermoscopic Images Using Focal Loss

Skin cancers are the most cancers diagnosed worldwide, with an estimated > 1.5 million new cases in 2020. Use of computer-aided diagnosis (CAD) systems for early detection and classification of skin lesions helps reduce skin cancer mortality rates. Inspired by the success of the transformer netwo...

詳細記述

書誌詳細
主要な著者: Yali Nie, Paolo Sommella, Marco Carratù, Mattias O’Nils, Jan Lundgren
フォーマット: 論文
言語:English
出版事項: MDPI AG 2022-12-01
シリーズ:Diagnostics
主題:
deep learning
skin lesion
hybrid model
focal loss
オンライン･アクセス:https://www.mdpi.com/2075-4418/13/1/72

インターネット

https://www.mdpi.com/2075-4418/13/1/72

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