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Shengjia Chen

Fujian Medical University - Fujian Cancer Hospital

Fujian

China

  • Fujian Medical University - Fujian Cancer Hospital

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A Contrastive Learning Method Integrating Pathological Prior Information for Effective Differentiation of Histological Categories in Lung Squamous Cell Carcinoma

Number of pages: 26 Posted: 11 Apr 2025
Mingci Huang, Weijin Xiao, Shengjia Chen, Gen Lin, Haipeng Xu, Chao Li, yunjian huang, Chuan-ben Chen, Yang Sun and Qiaofeng Zhong
Fuzhou University, Fujian Medical University - Department of Pathology, Fujian Medical University - Fujian Cancer Hospital, Fujian Medical University - Fujian Cancer Hospital, Fujian Medical University - Department of Thoracic Oncology, Fujian Medical University - Department of Pathology, Fujian Medical University - Fujian Cancer Hospital, Fujian Medical University - Department of Radiation Oncology, Fujian Medical University - Fujian Cancer Hospital and Fujian Medical University - Fujian Cancer Hospital
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Abstract:

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Self-supervised learning (SSL), sample-positive (SP) technique, lung squamous cell carcinoma, whole slide images (WSI), contrastive learning, pathological prior information