A pathology-based diagnosis and prognosis intelligent system for oral squamous cell carcinoma using semi-supervised learning

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Jiaying Zhou, Haoyuan Wu, Xiaojing Hong, Yunyi Huang, Bo Jia, Jiabin Lu, Bin Cheng, Meng Xu, Meng Yang, Tong Wu

Published: 01 Jan 2024, Last Modified: 06 Oct 2024Expert Syst. Appl. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•An intelligent system for the diagnosis and prognosis of OSCC was designed.•The new SPAT_SmSL paradigm demonstrated superior performance in WSIs recognition.•SPAT_SmSL-based TIL-score exhibited strong predictive ability of overall survival.•SPAT_SmSL driven predictive model achieved great prognostic performance.