Differential diagnosis of pneumoconiosis mass shadows and peripheral lung cancer using CT radiomics and the AdaBoost machine learning model
Year: 2025
Type: article
Language: en
Topic: Radiomics and Machine Learning in Medical Imaging
Authors and affiliations:
raw_author_name: Xiaobing Li
raw_affiliation_strings: Chongqing Key Laboratory of Prevention and Treatment for Occupational Diseases and Poisoning, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
College of Public Health, Chongqing Medical University, Chongqing, China
Department of Occupational Disease and Poisoning Medicine, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Laboratory of Toxicology, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, Department of Neurology, First Affiliated Hospital of Chongqing Medical University, Chongqing, China
Science and Technology Industry Development Center, Chongqing Medical and Pharmaceutical College, Chongqing, China
raw_author_name: Wei Wang
raw_affiliation_strings: Department of Radiology, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
raw_author_name: Xuemei Li
raw_affiliation_strings: Chongqing Key Laboratory of Prevention and Treatment for Occupational Diseases and Poisoning, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
College of Public Health, Chongqing Medical University, Chongqing, China
Department of Occupational Disease and Poisoning Medicine, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Laboratory of Toxicology, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
NHC Key Laboratory of Diagnosis and Treatment on Brain Functional Diseases, Department of Neurology, First Affiliated Hospital of Chongqing Medical University, Chongqing, China
Science and Technology Industry Development Center, Chongqing Medical and Pharmaceutical College, Chongqing, China
raw_author_name: Qianqian Liu
raw_affiliation_strings: Chongqing Key Laboratory of Prevention and Treatment for Occupational Diseases and Poisoning, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Department of Occupational Disease and Poisoning Medicine, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Laboratory of Toxicology, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Science and Technology Industry Development Center, Chongqing Medical and Pharmaceutical College, Chongqing, China
raw_author_name: Yongsheng Liu
raw_affiliation_strings: Chongqing Key Laboratory of Prevention and Treatment for Occupational Diseases and Poisoning, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Department of Occupational Disease and Poisoning Medicine, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Laboratory of Toxicology, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Science and Technology Industry Development Center, Chongqing Medical and Pharmaceutical College, Chongqing, China
raw_author_name: Li Wang
raw_affiliation_strings: Chongqing Key Laboratory of Prevention and Treatment for Occupational Diseases and Poisoning, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Department of Occupational Disease and Poisoning Medicine, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Laboratory of Toxicology, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Science and Technology Industry Development Center, Chongqing Medical and Pharmaceutical College, Chongqing, China
raw_author_name: Qian Li
raw_affiliation_strings: Chongqing Key Laboratory of Prevention and Treatment for Occupational Diseases and Poisoning, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Department of Occupational Disease and Poisoning Medicine, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Laboratory of Toxicology, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Science and Technology Industry Development Center, Chongqing Medical and Pharmaceutical College, Chongqing, China
raw_author_name: Li Zhang
raw_affiliation_strings: Chongqing Key Laboratory of Prevention and Treatment for Occupational Diseases and Poisoning, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Department of Occupational Disease and Poisoning Medicine, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Laboratory of Toxicology, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China
Science and Technology Industry Development Center, Chongqing Medical and Pharmaceutical College, Chongqing, China
raw_author_name: Wutao Xie
raw_affiliation_strings: Department of Radiology, The First Affiliated Hospital of Chongqing Medical and Pharmaceutical College, Chongqing, China