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- Title
Need for objective task-based evaluation of deep learning-based denoising methods: A study in the context of myocardial perfusion SPECT.
- Authors
Yu, Zitong; Rahman, Md Ashequr; Laforest, Richard; Schindler, Thomas H; Gropler, Robert J; Wahl, Richard L; Siegel, Barry A; Jha, Abhinav K
- Abstract
Artificial intelligence-based methods have generated substantial interest in nuclear medicine. An area of significant interest has been the use of deep-learning (DL)-based approaches for denoising images acquired with lower doses, shorter acquisition times, or both. Objective evaluation of these approaches is essential for clinical application.
- Publication
Medical physics, 2023, Vol 50, Issue 7, p4122
- ISSN
2473-4209
- Publication type
Journal Article
- DOI
10.1002/mp.16407