Deep learning-based obstructive coronary artery disease prediction from myocardial perfusion SPECT.

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Title: Deep learning-based obstructive coronary artery disease prediction from myocardial perfusion SPECT.
Authors: Du Y; Biomedical Imaging Laboratory (BIG), Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Taipa, Macau SAR, China.; Center for Cognitive and Brain Sciences, Institute of Collaborative Innovation, University of Macau, Taipa, Macau SAR, China.; Department of Nuclear Medicine, The First Affiliated Hospital of Army Medical University, Chongqing, China., Wang B; Biomedical Imaging Laboratory (BIG), Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Taipa, Macau SAR, China.; Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China., Lin CN; Department of Nuclear Medicine, Show Chwan Memorial Hospital, Changhua, Taiwan., Shang J; Department of Nuclear Medicine and PET/CT-MRI Centre, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China., Li CY; Department of Biomedical Imaging and Radiological Sciences, National Yang Ming Chiao Tung University, Taipei, Taiwan.; Department of Nuclear Medicine, Taipei Veterans General Hospital, Taipei, Taiwan., Xu H; Department of Nuclear Medicine and PET/CT-MRI Centre, The First Affiliated Hospital of Jinan University, Guangzhou, Guangdong, China., Hu LH; Department of Nuclear Medicine, Taipei Veterans General Hospital, Taipei, Taiwan. lxhu@vghtpe.gov.tw.; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan. lxhu@vghtpe.gov.tw., Hung GU; Department of Nuclear Medicine, Chang Bing Show Chwan Memorial Hospital, Changhua, Taiwan. 106143@gmail.com., Mok GSP; Biomedical Imaging Laboratory (BIG), Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Taipa, Macau SAR, China. gretamok@um.edu.mo.; Center for Cognitive and Brain Sciences, Institute of Collaborative Innovation, University of Macau, Taipa, Macau SAR, China. gretamok@um.edu.mo.
Source: European journal of nuclear medicine and molecular imaging [Eur J Nucl Med Mol Imaging] 2026 Mar; Vol. 53 (4), pp. 2686-2696. Date of Electronic Publication: 2025 Nov 17.
Publication Type: Journal Article
Journal Info: Publisher: Springer-Verlag Berlin Country of Publication: Germany NLM ID: 101140988 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1619-7089 (Electronic) Linking ISSN: 16197070 NLM ISO Abbreviation: Eur J Nucl Med Mol Imaging Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1619-7089
DOI:10.1007/s00259-025-07655-8