UTA studies deep learning to reduce radiation in cardiac CT angiography
UTA studies deep learning to reduce radiation in cardiac CT angiography. The University of Texas at Arlington’s three-year, $579,745 NIH project plans to combine deep learning and imaging physics to reconstruct multiphase coronary CT angiography at lower radiation doses.
Event / data period: 2026-10-15
Published: · Updated:
UTA studies deep learning to reduce radiation in cardiac CT angiography. The University of Texas at Arlington’s three-year, $579,745 NIH project plans to combine deep learning and imaging physics to reconstruct multiphase coronary CT angiography at lower radiation doses.
Researchers will first build a synthetic patient library, then assess diagnostic accuracy with computational modeling and a small human-observer study. Mayo Clinic is expected to provide patient data. No achieved dose reduction or patient-validated diagnostic performance has been reported.
Data
UTA studies deep learning to reduce radiation in cardiac CT angiography
UTA studies deep learning to reduce radiation in cardiac CT angiography. The University of Texas at Arlington’s three-year, $579,745 NIH project plans to combine deep learning and imaging physics to reconstruct multiphase coronary CT angiography at lower radiation doses.
- · Occurred
UTA studies deep learning to reduce radiation in cardiac CT angiography
UTA studies deep learning to reduce radiation in cardiac CT angiography. The University of Texas at Arlington’s three-year, $579,745 NIH project plans to combine deep learning and imaging physics to reconstruct multiphase coronary CT angiography at lower radiation doses.
Methodology
This event record summarizes the research report in the cited primary source. It distinguishes announced plans from completed, measured results.
Updated:
Announced research funding
UTA studies deep learning to reduce radiation in cardiac CT angiography. The University of Texas at Arlington’s three-year, $579,745 NIH project plans to combine deep learning and imaging physics to reconstruct multiphase coronary CT angiography at lower radiation doses.
- Announced grant amount
- 579,745 USD
- 2026-10-15 · Observed
Methodology
This event record summarizes the research report in the cited primary source. It distinguishes announced plans from completed, measured results.
Updated:
Subjects and places
Subject proposals
- Science and technologySuggested
- Preserved editorial category/topic; broad candidate onlywww.uta.edu ↗
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- United States · Place role: Coverage · Place type: Country or area · Location precision: RegionalEvidence
- Explicit preserved editorial country/region; no city or national centroid inferredwww.uta.edu ↗