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SkinFormer: a hybrid vision transformer and ConvNeXtV2 approach for skin cancer detection and segmentation

Yinyin Fu1, Chengjun Guo2

  • 1Department of Ophthalmology, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu, 610072, China.

Scientific Reports
|April 26, 2026
PubMed
Abstract

No abstract available in PubMed .

Keywords:
ConvNeXtV2Cutaneous CarcinomaDeep LearningExplainable Artificial IntelligenceLesion SegmentationMedical Image AnalysisVision Transformer

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Skin cancer is a type of cancer that occurs when there is an abnormal growth of skin cells, usually triggered by damage to the DNA within the skin cells. It is primarily caused by exposure to ultraviolet (UV) radiation from the sun or artificial sources like tanning beds. Skin cancer is the most common type of cancer worldwide, and its incidence continues to rise.
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