Award
National Institute of Biomedical Imaging and Bioengineering 5R01EB034249-03
Deep learning technologies for estimating the optimal task performance of medical imaging systems
Recipient
University of Illinois at Urbana-Champaign
Award Amount
$432,812.00
Ceiling
$432,812.00
Awarded
August 11, 2025
Identifier
5R01EB034249-03
NIH research grant to develop advanced computational tools using deep learning to evaluate and improve medical imaging systems' performance for diagnostic tasks, enhancing patient care.
Description
This project aims to develop open-source, modality-agnostic computational methods for computing objective image quality measures (OIQMs) that quantify the best possible performance of an imaging system for clinically relevant tasks, facilitating assessment of task-relevant information in image data and accelerating the translation of promising imaging technologies to clinical use.