A Deep Learning-Generated Mixed Tumor–Stroma Ratio for Prognostic Stratification and Multi-omics Profiling in Bladder Cancer
Year: 2025
Type: article
Language: en
Topic: Bladder and Urothelial Cancer Treatments
Authors and affiliations:
raw_author_name: Yifeng He
raw_affiliation_strings: Department of Pathology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, China
Department of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, China
Jinan University Affiliated Guangdong Second Provincial General Hospital: Guangdong Second Provincial General Hospital
raw_author_name: Jinbo Xie
raw_affiliation_strings: Department of Urology, The First Affiliated Hospital of Wannan Medical College (Yijishan Hospital of Wannan Medical College), Wuhu 241001, China
Wannan Medical College
raw_author_name: Suquan Zhong
raw_affiliation_strings: Department of Urology, Yuebei People’s Hospital Affiliated to Shantou University Medical College, Shaoguan 512026, China
Yuebei People's Hospital Affiliated to Shantou University School of Medicine
raw_author_name: Changxin Zhan
raw_affiliation_strings: Department of Urology, The People’s Hospital of Longhua, Shenzhen, Guangdong 518109, China
Shenzhen Longhua District People's Hospital
raw_author_name: Fazhong Dai
raw_affiliation_strings: Department of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, China
Jinan University Affiliated Guangdong Second Provincial General Hospital: Guangdong Second Provincial General Hospital
raw_author_name: Hongshen Lai
raw_affiliation_strings: Department of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, China
Jinan University Affiliated Guangdong Second Provincial General Hospital: Guangdong Second Provincial General Hospital
raw_author_name: Mancun Wang
raw_affiliation_strings: Department of Urology, People’s Hospital of Puning City, Puning 515300, China
Puning People's Hospital
raw_author_name: Yanyan He
raw_affiliation_strings: Department of Pathology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, China
Department of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, China
Jinan University Affiliated Guangdong Second Provincial General Hospital: Guangdong Second Provincial General Hospital
raw_author_name: Harsh Patel
raw_affiliation_strings: Department of Pharmaceutical Sciences, College of Pharmacy and Health Sciences, St. John’s University, New York, NY 11439, USA
St John's University
raw_author_name: Zhe-Sheng Chen
raw_affiliation_strings: Department of Pharmaceutical Sciences, College of Pharmacy and Health Sciences, St. John’s University, New York, NY 11439, USA
St John's University
raw_author_name: Biling Zhong
raw_affiliation_strings: Department of Pathology, School of Medicine, Shanghai Tenth People’s Hospital, Tongji University, Shanghai 200072, China
Jinan University Affiliated Guangdong Second Provincial General Hospital: Guangdong Second Provincial General Hospital
raw_author_name: Xiaofu Qiu
raw_affiliation_strings: Department of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, China
Jinan University Affiliated Guangdong Second Provincial General Hospital: Guangdong Second Provincial General Hospital
raw_author_name: Yadong Guo
raw_affiliation_strings: Department of Urology, Shanghai Tenth People’s Hospital, Tongji University, Shanghai 200040, China
Jinan University Affiliated Guangdong Second Provincial General Hospital: Guangdong Second Provincial General Hospital
raw_author_name: Zongtai Zheng
raw_affiliation_strings: Department of Urology, The Affiliated Guangdong Second Provincial General Hospital of Jinan University, Guangzhou 510317, China
Jinan University Affiliated Guangdong Second Provincial General Hospital: Guangdong Second Provincial General Hospital, CHINA