Deep learning-based classification and spatial prognosis risk score on whole-slide images of lung adenocarcinoma.

Hanlin Ding,Yipeng Feng,Xing Huang, Jijing Xu,Te Zhang,Yingkuan Liang, Hui Wang,Bing Chen,Qixing Mao,Wenjie Xia, Xiaocheng Huang, Lin Xu,Gaochao Dong,Feng Jiang

Histopathology（2023）

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Abstract

Leveraging state-of-the-art deep learning models, the LSDLM shows capacity to assist pathologists in classifying histological patterns and prognosis stratification of LUAD patients.

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Key words

artificial intelligence,convolutional neural network,deep learning,lung adenocarcinoma,pathological subtype,whole slide image

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