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Lorna Browne, MD
University of Colorado
CLIP-Unet for Photon-Counting CT Iodine Map Generation with Text-Conditioned Protocol Adaptation
Commercial iodine map generation on photon-counting CT (PCCT) systems is currently only available for high-kV protocols, resulting in higher imaging dose when iodine maps are required, which is undesirable for pediatric imaging. This study proposes a multi-mo...
Proffered Program · Diagnostic and Interventional Radiology Physics
Phantom-Anchored, Kv-Independent Deep Learning for Clinical Thoracic Iodine Map Generation on Photon-Counting CT
To develop a robust, generalizable iodine map generation framework for photon-counting CT (PCCT) using phantom-based calibration and patient-image fine-tuning.
Proffered Program · Diagnostic and Interventional Radiology Physics