Deep learning-enhanced super-resolution diffusion-weighted liver MRI: improved image quality, diagnostic performance, and acceleration
Year: 2025
Type: article
Language: en
Topic: MRI in cancer diagnosis
Authors and affiliations:
raw_author_name: Dan Zhao
raw_affiliation_strings: Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, Hubei, China
Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, Hubei, China
Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, 430022, Wuhan, Hubei, China
raw_author_name: Xiangchuang Kong
raw_affiliation_strings: Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, Hubei, China
Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, Hubei, China
Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, 430022, Wuhan, Hubei, China
raw_author_name: Kun Yang
raw_affiliation_strings: Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, Hubei, China
Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, Hubei, China
Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, 430022, Wuhan, Hubei, China
raw_author_name: Jiayu Wan
raw_affiliation_strings: Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, Hubei, China
Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, Hubei, China
Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, 430022, Wuhan, Hubei, China
raw_author_name: Ziyi Liu
raw_affiliation_strings: Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, Hubei, China
Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, Hubei, China
Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, 430022, Wuhan, Hubei, China
raw_author_name: Feng Pan
raw_affiliation_strings: Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, Hubei, China
Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, Hubei, China
Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, 430022, Wuhan, Hubei, China
raw_author_name: Peng Sun
raw_affiliation_strings: Clinical and Technical Support, Philips Healthcare, 100600, Beijing, China
raw_author_name: Chuansheng Zheng
raw_affiliation_strings: Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, Hubei, China. hqzcsxh@sina.com
Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, Hubei, China. hqzcsxh@sina.com
Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, 430022, Wuhan, Hubei, China. hqzcsxh@sina.com
Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, 430022, Wuhan, Hubei, China
Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, Hubei, China
Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, Hubei, China
raw_author_name: Lian Yang
raw_affiliation_strings: Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, Hubei, China. yanglian@hust.edu.cn
Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, Hubei, China. yanglian@hust.edu.cn
Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, 430022, Wuhan, Hubei, China. yanglian@hust.edu.cn
Hubei Province Key Laboratory of Molecular Imaging, 430022, Wuhan, Hubei, China
Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430022, Wuhan, Hubei, China
Hubei Provincial Clinical Research Center for Precision Radiology & Interventional Medicine, 430022, Wuhan, Hubei, China