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TSPE: Reconstruction of multi-morphological tumors of NIR-II fluorescence molecular tomography based on positional encoding.

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第一作者： Keyi,Han

第一单位： CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China.

作者： Keyi,Han ^[1] ; Chunzhao,Li ^[2] ; Anqi,Xiao ^[1] ; Yaqi,Tian ^[3] ; Jie,Tian ^[4] ; Zhenhua,Hu ^[5]

作者单位： CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China. ^[1] Department of Neurosurgery, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China; China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Beijing 100070, China. ^[2] Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, 100050, China. ^[3] CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China; Beijing Advanced Innovation Center for Big Data-based Precision Medicine, School of Engineering Medicine, Beihang University, Beijing 100191, China; Enginering Research Center of Molecular and Neuro Imaging of Ministry of Education, School of Life Science and Technology, Xidian University, Xi'an 710071, China; National Key Laboratory of Kidney Diseases, Beijing, 100853, China. Electronic address: tian@ieee.org. ^[4] CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China; School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing 100049, China; National Key Laboratory of Kidney Diseases, Beijing, 100853, China. Electronic address: zhenhua.hu@ia.ac.cn. ^[5]

关键词 Brain Fluorescence molecular tomography Inverse problem, Machine learning NIR-II Position encoding Reconstruction