A Machine Learning Approach to Predicting Mortality Risk in Chemotherapy-Treated Lung Cancer: Machine Learning Model Development and Validation
Year: 2025
Type: article
Language: en
Topic: Radiomics and Machine Learning in Medical Imaging
Authors and affiliations:
raw_author_name: Jianjun Zou
raw_affiliation_strings: Department of General Medicine, Guangzhou Chest Hospital, Guangzhou, Guangdong, China
Guangzhou Key Laboratory of Tuberculosis Research, Guangzhou Chest Hospital, Guangzhou, Guangdong, China
Institute of Tuberculosis, Guangzhou Medical University, Guangzhou, Guangdong, China
raw_author_name: Jinyi Huang
raw_affiliation_strings: School of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, China
raw_author_name: Katie Lu
raw_affiliation_strings: School of Medicine, University of Arizona, Tucson, AZ, United States
raw_author_name: Ao Lin
raw_affiliation_strings: Department of Thoracic Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
School of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, China
State Key Laboratory of Respiratory Disease, Guangzhou Medical University, Guangzhou, Guangdong, China
raw_author_name: Chen Xie
raw_affiliation_strings: School of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, China
raw_author_name: Jinrong Zhang
raw_affiliation_strings: School of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, China
raw_author_name: Boqi Rao
raw_affiliation_strings: Emergency Department, The Second Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
School of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, China
State Key Laboratory of Respiratory Disease, Guangzhou Medical University, Guangzhou, Guangdong, China
raw_author_name: Zhi Li
raw_affiliation_strings: School of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, China
raw_author_name: Dongming Xie
raw_affiliation_strings: School of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, China
raw_author_name: Ling Lu
raw_affiliation_strings: School of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, China
raw_author_name: Feng Luo
raw_affiliation_strings: School of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, China
raw_author_name: Jinbin Chen
raw_affiliation_strings: KingMed School of Laboratory Medicine, Guangzhou Medical University, Guangzhou, China
raw_author_name: Lei Yang
raw_affiliation_strings: School of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, China
The Institute for Chemical Carcinogenesis, Guangzhou Medical University, Guangzhou, Guangdong, China
The Key Laboratory of Advanced Interdisciplinary Studies, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
raw_author_name: Fuman Qiu
raw_affiliation_strings: School of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, China
raw_author_name: Xin Zhang
raw_affiliation_strings: Department of Thoracic Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China
Guangzhou Institute of Respiratory Health, Guangzhou Medical University, Guangzhou, China
State Key Laboratory of Respiratory Disease, Guangzhou Medical University, Guangzhou, Guangdong, China
raw_author_name: Yibin Deng
raw_affiliation_strings: Centre for Medical Laboratory Science, The Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, China
raw_author_name: Jiachun Lu
raw_affiliation_strings: School of Public Health, Guangzhou Medical University, Guangzhou, Guangdong, China
The Institute for Chemical Carcinogenesis, Guangzhou Medical University, Guangzhou, Guangdong, China
The Key Laboratory of Advanced Interdisciplinary Studies, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong, China