AI-based neoadjuvant immunotherapy response prediction across pan-cancer: a comprehensive review
Year: 2025
Type: review
Language: en
Topic: Radiomics and Machine Learning in Medical Imaging
Authors and affiliations:
raw_author_name: Yishu Deng
raw_affiliation_strings: Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
Biomedical and Health Translational Research Center of Zhejiang Province, Haining, China
Department of Respiratory and Critical Care Medicine, the Second Affiliated Hospital, and Centre for Infection Immunity and Cancer (IIC) of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence, 310058, Hangzhou, China
raw_author_name: Tailin Li
raw_affiliation_strings: Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
Biomedical and Health Translational Research Center of Zhejiang Province, Haining, China
Department of Respiratory and Critical Care Medicine, the Second Affiliated Hospital, and Centre for Infection Immunity and Cancer (IIC) of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence, 310058, Hangzhou, China
raw_author_name: Yunze Wang
raw_affiliation_strings: Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
Biomedical and Health Translational Research Center of Zhejiang Province, Haining, China
Department of Respiratory and Critical Care Medicine, the Second Affiliated Hospital, and Centre for Infection Immunity and Cancer (IIC) of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence, 310058, Hangzhou, China
raw_author_name: Silin Chen
raw_affiliation_strings: Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
Biomedical and Health Translational Research Center of Zhejiang Province, Haining, China
Department of Respiratory Diseases, Haining People's Hospital, Haining, Zhejiang, China. chen-sf@zju.edu.cn
Department of Respiratory and Critical Care Medicine, the Second Affiliated Hospital, and Centre for Infection Immunity and Cancer (IIC) of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
First Affiliated Hospital of Zhejiang University, Hangzhou, Zhejiang, China. chen-sf@zju.edu.cn
Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence, 310058, Hangzhou, China
raw_author_name: Feilong Tang
raw_affiliation_strings: Mohamed bin Zayed University of AI, Abu Dhabi, UAE
Monash University, Melbourne, Australia
raw_author_name: Taoyu Zhu
raw_affiliation_strings: Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
Biomedical and Health Translational Research Center of Zhejiang Province, Haining, China
Department of Respiratory and Critical Care Medicine, the Second Affiliated Hospital, and Centre for Infection Immunity and Cancer (IIC) of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence, 310058, Hangzhou, China
raw_author_name: Jiayi Ran
raw_affiliation_strings: Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
Biomedical and Health Translational Research Center of Zhejiang Province, Haining, China
Department of Respiratory and Critical Care Medicine, the Second Affiliated Hospital, and Centre for Infection Immunity and Cancer (IIC) of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence, 310058, Hangzhou, China
raw_author_name: Bo Yang
raw_affiliation_strings: Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
Biomedical and Health Translational Research Center of Zhejiang Province, Haining, China
Department of Respiratory and Critical Care Medicine, the Second Affiliated Hospital, and Centre for Infection Immunity and Cancer (IIC) of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence, 310058, Hangzhou, China
raw_author_name: Xiaohan Zhang
raw_affiliation_strings: Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
Biomedical and Health Translational Research Center of Zhejiang Province, Haining, China
Department of Respiratory and Critical Care Medicine, the Second Affiliated Hospital, and Centre for Infection Immunity and Cancer (IIC) of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence, 310058, Hangzhou, China
raw_author_name: Ruijie Xu
raw_affiliation_strings: Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
Biomedical and Health Translational Research Center of Zhejiang Province, Haining, China
Department of Respiratory and Critical Care Medicine, the Second Affiliated Hospital, and Centre for Infection Immunity and Cancer (IIC) of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence, 310058, Hangzhou, China
raw_author_name: Manas K. Ray
raw_affiliation_strings: Gene Editing and Mouse Model Core Facility, NIEHS, Research Triangle Park, USA
raw_author_name: Yimin Zhang
raw_affiliation_strings: Department of Infectious Diseases, Affiliated Haining Hospital of Jiaxing University, Haining People's Hospital, Jiaxing, Zhejiang, China. 1307020@zju.edu.cn
State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, National Medical Center for Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China. 1307020@zju.edu.cn
Department of Infectious Diseases, Affiliated Haining Hospital of Jiaxing University, Haining People's Hospital, Jiaxing, Zhejiang, China
State Key Laboratory for Diagnosis and Treatment of Infectious Diseases, National Clinical Research Center for Infectious Diseases, National Medical Center for Infectious Diseases, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China
raw_author_name: Shuifang Chen
raw_affiliation_strings: Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
Biomedical and Health Translational Research Center of Zhejiang Province, Haining, China
Department of Respiratory Diseases, Haining People's Hospital, Haining, Zhejiang, China. chen-sf@zju.edu.cn
Department of Respiratory and Critical Care Medicine, the Second Affiliated Hospital, and Centre for Infection Immunity and Cancer (IIC) of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
First Affiliated Hospital of Zhejiang University, Hangzhou, Zhejiang, China. chen-sf@zju.edu.cn
Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence, 310058, Hangzhou, China
First Affiliated Hospital of Zhejiang University, Hangzhou, Zhejiang, China
Department of Respiratory Diseases, Haining People's Hospital, Haining, Zhejiang, China
raw_author_name: Jian Liu
raw_affiliation_strings: Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK. JianL@intl.zju.edu.cn
Biomedical and Health Translational Research Center of Zhejiang Province, Haining, China. JianL@intl.zju.edu.cn
Department of Respiratory and Critical Care Medicine, the Second Affiliated Hospital, and Centre for Infection Immunity and Cancer (IIC) of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China. JianL@intl.zju.edu.cn
Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence, 310058, Hangzhou, China. JianL@intl.zju.edu.cn
Biomedical and Health Translational Research Center of Zhejiang Province, Haining, China
Department of Respiratory and Critical Care Medicine, the Second Affiliated Hospital, and Centre for Infection Immunity and Cancer (IIC) of Zhejiang University-University of Edinburgh Institute (ZJU-UoE Institute), Zhejiang University School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
Biomedical Sciences, Edinburgh Medical School, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
Zhejiang Key Laboratory of Medical Imaging Artificial Intelligence, 310058, Hangzhou, China