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A Novel Skin Cancer Assisted Diagnosis Method based on Capsule Networks with CBAM
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  • Zhangli Lan ,
  • Songbai Cai ,
  • Jiqiang Zhu ,
  • Yuantong Xu
Zhangli Lan
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Songbai Cai
Chongqing Jiaotong University

Corresponding Author:[email protected]

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Jiqiang Zhu
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Yuantong Xu
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Abstract

HAM10000 consists of 10015 dermatoscopic images with a size of 450x600. There are seven types of skin lesions: actinic keratosis/intraepithelial carcinoma (AKIEC), basal cell carcinoma (BCC), benign keratosis (BKL), dermatofibroma (DF), melanoma (MEL), melanocytic nevi (NV), and vascular lesions (VASC).
Dataset:
https://www.kaggle.com/kmader/skin-cancer-mnist-ham10000
https://challenge.isic-archive.com/data/#2018
https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/DBW86T
https://aistudio.baidu.com/aistudio/datasetdetail/218024 (ours)