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Data-adapted Neural Network Denoisers as a Regularization Engine for Low-latency Image Reconstruction in Accelerated Cardiac Perfusion MRI

Author:Dilek Mirgun Yalcinkaya Hazar Benan Unal Subha Raman Abolfazl Hashemi Rohan Dharmakumar Behzad Sharif

Session Type:Digital Poster

Session Date:Wednesday, 07 June 2023

Session Name:ML/AI for Acquisition & Reconstruction II

Program Number:3886

Room Session:Exhibition Halls D/E

Institution :Indiana University (IU) School of Medicine Purdue University IU School of Medicine/IU Health Cardiovascular Institute

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Improved Robustness for Deep Learning-based Segmentation of Perfusion CMR Using Data Adaptive Uncertainty-guided Spatiotemporal Analysis

Author:Dilek Mirgun Yalcinkaya Khalid Youssef Bobak Heydari Subha Raman Rohan Dharmakumar Behzad Sharif

Session Type:Digital Poster

Session Date:Wednesday, 07 June 2023

Session Name:ML/AI for Segmentation & Registration II

Program Number:4517

Room Session:Exhibition Halls D/E

Institution :Indiana University (IU) School of Medicine IU School of Medicine/IU Health Cardiovascular Institute Purdue University University of Calgary

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