A Weakly Supervised Deep Learning Model and Human–Machine Fusion for Accurate Grading of Renal Cell Carcinoma from Histopathology Slides

por Zheng, Qingyuan, Yang, Rui, Xu, Huazhen, Fan, Junjie, Jiao, Panpan, Ni, Xinmiao, Yuan, Jingping, Wang, Lei, Chen, Zhiyuan, Liu, Xiuheng
Publicado 2023

Quantitative Assessment of Tumor-Infiltrating Lymphocytes Using Machine Learning Predicts Survival in Muscle-Invasive Bladder Cancer

por Zheng, Qingyuan, Yang, Rui, Ni, Xinmiao, Yang, Song, Jiao, Panpan, Wu, Jiejun, Xiong, Lin, Wang, Jingsong, Jian, Jun, Jiang, Zhengyu, Wang, Lei, Chen, Zhiyuan, Liu, Xiuheng
Publicado 2022

Machine Learning Quantified Tumor-Stroma Ratio Is an Independent Prognosticator in Muscle-Invasive Bladder Cancer

por Zheng, Qingyuan, Jiang, Zhengyu, Ni, Xinmiao, Yang, Song, Jiao, Panpan, Wu, Jiejun, Xiong, Lin, Yuan, Jingping, Wang, Jingsong, Jian, Jun, Wang, Lei, Yang, Rui, Chen, Zhiyuan, Liu, Xiuheng
Publicado 2023

Predicting Lymph Node Metastasis Status from Primary Muscle-Invasive Bladder Cancer Histology Slides Using Deep Learning: A Retrospective Multicenter Study

por Zheng, Qingyuan, Jian, Jun, Wang, Jingsong, Wang, Kai, Fan, Junjie, Xu, Huazhen, Ni, Xinmiao, Yang, Song, Yuan, Jingping, Wu, Jiejun, Jiao, Panpan, Yang, Rui, Chen, Zhiyuan, Liu, Xiuheng, Wang, Lei
Publicado 2023

Accurate Diagnosis and Survival Prediction of Bladder Cancer Using Deep Learning on Histological Slides

por Zheng, Qingyuan, Yang, Rui, Ni, Xinmiao, Yang, Song, Xiong, Lin, Yan, Dandan, Xia, Lingli, Yuan, Jingping, Wang, Jingsong, Jiao, Panpan, Wu, Jiejun, Hao, Yiqun, Wang, Jianguo, Guo, Liantao, Jiang, Zhengyu, Wang, Lei, Chen, Zhiyuan, Liu, Xiuheng
Publicado 2022