Cross-institutional validation of a polar map-free 3D deep learning model for obstructive coronary artery disease prediction using myocardial perfusion imaging: insights into generalizability and bias.
Saved in:
| Title: | Cross-institutional validation of a polar map-free 3D deep learning model for obstructive coronary artery disease prediction using myocardial perfusion imaging: insights into generalizability and bias. |
|---|---|
| Authors: | Shih YC; Department of Nuclear Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan., Ko CL; Department of Biomedical Engineering, National Taiwan University, Taipei, Taiwan.; Department of Nuclear Medicine, National Taiwan University Hospital, Taipei, Taiwan.; College of Medicine, National Taiwan University, Taipei, Taiwan., Wang SY; Department of Nuclear Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan.; Electrical and Communication Engineering College, Yuan Ze University, Taoyuan, Taiwan., Chang CY; Department of Biomedical Engineering, National Taiwan University, Taipei, Taiwan., Lin SS; Department of Biomedical Engineering, National Taiwan University, Taipei, Taiwan., Huang CW; Department of Biomedical Engineering, National Taiwan University, Taipei, Taiwan., Cheng MF; Department of Nuclear Medicine, National Taiwan University Hospital, Taipei, Taiwan.; College of Medicine, National Taiwan University, Taipei, Taiwan., Chen CM; Department of Biomedical Engineering, National Taiwan University, Taipei, Taiwan., Wu YW; Department of Nuclear Medicine, Far Eastern Memorial Hospital, New Taipei City, Taiwan. wuyw0502@gmail.com.; Division of Cardiology, Cardiovascular Center, Far Eastern Memorial Hospital, No. 21, Sec. 2, Nanya S. Rd., Banqiao Dist, New Taipei City, 220216, Taiwan. wuyw0502@gmail.com.; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan. wuyw0502@gmail.com.; Graduate Institute of Medicine, Yuan Ze University, Taoyuan City, Taiwan. wuyw0502@gmail.com. |
| Source: | European journal of nuclear medicine and molecular imaging [Eur J Nucl Med Mol Imaging] 2025 Sep; Vol. 52 (11), pp. 4213-4223. Date of Electronic Publication: 2025 Apr 08. |
| Publication Type: | Journal Article; Validation Study; Multicenter Study |
| 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 |
|
Full text is not displayed to guests.
Login for full access.
|
|
| ISSN: | 1619-7089 |
|---|---|
| DOI: | 10.1007/s00259-025-07243-w |
