Replacing Spatial Filtering With Deep-learning Noise Reduction

Authors
Category Primary study
Registry of TrialsClinicalTrials.gov
Year 2026
Spatial filtering is routinely required to reduce the statistical noise of gated SPECT myocardial perfusion imaging, but at the expense of image blurring. This study will evaluate a deep-learning-based noise reduction (DLNR) approach, developed to shorten acquisition times, when used as a replacement for conventional spatial filters (CSF).
Epistemonikos ID: 240826f321b93e864ef22bf4be37bf24baf43092
First added on: Oct 23, 2026