Spatial radiomics-based interpretable multimodal machine learning model enhances outcomes prediction for minor stroke: A multicenter cohort study
Year: 2025
Type: article
Language: en
Topic: Radiomics and Machine Learning in Medical Imaging
Authors and affiliations:
raw_author_name: Liang Jiang
raw_affiliation_strings: Departments of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China; Postdoctoral Research Station, Nanjing Medical University, Nanjing, China
raw_author_name: Yi Zhou
raw_affiliation_strings: Departments of Radiology, Affiliated Jinling Hospital, Medical School of Nanjing University, Nanjing, China
raw_author_name: Qiang Xu
raw_affiliation_strings: Departments of Radiology, Affiliated Jinling Hospital, Medical School of Nanjing University, Nanjing, China
raw_author_name: Hongjie Huang
raw_affiliation_strings: Departments of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
raw_author_name: Changcheng Li
raw_affiliation_strings: Departments of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China
raw_author_name: Feng Shi
raw_affiliation_strings: Shanghai United Imaging Healthcare Co., Ltd, Shanghai, China
raw_author_name: Zehong Cao
raw_affiliation_strings: Shanghai United Imaging Healthcare Co., Ltd, Shanghai, China
raw_author_name: Dante Mantini
raw_affiliation_strings: Movement Control and Neuroplasticity Research Group, Biomedical Sciences, KU Leuven, Leuven 3001, Belgium
raw_author_name: Guangming Lu
raw_affiliation_strings: Departments of Radiology, Affiliated Jinling Hospital, Medical School of Nanjing University, Nanjing, China
raw_author_name: Wusheng Zhu
raw_affiliation_strings: Departments of Neurology, Affiliated Jinling Hospital, Medical School of Nanjing University, Nanjing, China
raw_author_name: Xiangming Fang
raw_affiliation_strings: Departments of Radiology, the Affiliated Wuxi People's Hospital of Nanjing Medical University, Wuxi, China
raw_author_name: Jing Ye
raw_affiliation_strings: Departments of Radiology, Northern Jiangsu People's Hospital, Yangzhou, China
raw_author_name: Changjie Pan
raw_affiliation_strings: Departments of Radiology, Changzhou No. 2 People' s Hospital Affiliated to Nanjing Medical University, Changzhou, China
raw_author_name: Zhen Jiang
raw_affiliation_strings: Departments of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou, China
raw_author_name: Caifeng Guo
raw_affiliation_strings: Departments of Radiology, The Second Affiliated Hospital of Xuzhou Medical University, Xuzhou, China
raw_author_name: Xindao Yin
raw_affiliation_strings: Departments of Radiology, Nanjing First Hospital, Nanjing Medical University, Nanjing, China. Electronic address: y.163yy@163.com
raw_author_name: Shukui Wang
raw_affiliation_strings: General Clinical Research Center, Nanjing First Hospital, Nanjing Medical University, Nanjing, China; Postdoctoral Research Station, Nanjing Medical University, Nanjing, China. Electronic address: sk_wang@njmu.edu.cn
raw_author_name: Zhiqiang Zhang
raw_affiliation_strings: Departments of Radiology, Affiliated Jinling Hospital, Medical School of Nanjing University, Nanjing, China; Postdoctoral Research Station, Nanjing Medical University, Nanjing, China. Electronic address: zhangzq2001@126.com