Rapid dealiasing of undersampled, non‐Cartesian cardiac perfusion images using U‐net L Fan, D Shen, H Haji‐Valizadeh, NK Naresh, JC Carr, BH Freed, DC Lee, ... NMR in Biomedicine 33 (5), e4239, 2020 | 31 | 2020 |
Rapid reconstruction of highly undersampled, non‐Cartesian real‐time cine k‐space data using a perceptual complex neural network (PCNN) D Shen, S Ghosh, H Haji‐Valizadeh, A Pathrose, F Schiffers, DC Lee, ... NMR in Biomedicine 34 (1), e4405, 2021 | 23 | 2021 |
Highly accelerated, real‐time phase‐contrast MRI using radial k‐space sampling and GROG‐GRASP reconstruction: a feasibility study in pediatric patients with … H Haji‐Valizadeh, L Feng, LE Ma, D Shen, KT Block, JD Robinson, ... NMR in Biomedicine 33 (5), e4240, 2020 | 19 | 2020 |
2-step sparse-view ct reconstruction with a domain-specific perceptual network H Wei, F Schiffers, T Würfl, D Shen, D Kim, AK Katsaggelos, O Cossairt arXiv preprint arXiv:2012.04743, 2020 | 12 | 2020 |
Rapid reconstruction of four-dimensional MR angiography of the thoracic aorta using a convolutional neural network H Haji-Valizadeh, D Shen, RJ Avery, AM Serhal, FA Schiffers, ... Radiology: Cardiothoracic Imaging 2 (3), e190205, 2020 | 10 | 2020 |
Single-shot coronary quiescent-interval slice-selective magnetic resonance angiography using compressed sensing: a feasibility study in patients with congenital heart disease D Shen, RR Edelman, JD Robinson, H Haji-Valizadeh, M Messina, S Giri, ... Journal of computer assisted tomography 42 (5), 739-746, 2018 | 10 | 2018 |
Automated segmentation of biventricular contours in tissue phase mapping using deep learning D Shen, A Pathrose, R Sarnari, A Blake, H Berhane, JJ Baraboo, JC Carr, ... NMR in Biomedicine 34 (12), e4606, 2021 | 2 | 2021 |
Accelerated Cardiovascular MRI Using Compressed Sensing and Artificial Intelligence D Shen Northwestern University, 2021 | 1 | 2021 |
16-fold accelerated, single-shot late gadolinium enhancement CMR using GRASP for multi-TI reconstruction D Shen, K Hong, BD Allen, DC Lee, D Kim Proceedings: 28th Annual Meeting of ISMRM, 2020 | 1 | 2020 |
Automated segmentation for myocardial tissue phase mapping images using deep learning D Shen, A Pathrose, JJ Baraboo, DZ Gordon, MJ Cuttica, JC Carr, ... Proceedings of the 28th Annual Meeting of the ISMRM, 2020 | 1 | 2020 |
Incorporation of view sharing and KWIC filtering into GRASP‐Pro improves spatial resolution of single‐shot, multi‐TI, late gadolinium enhancement MRI M Zhao, D Shen, L Fan, K Hong, L Feng, BC Benefield, BD Allen, DC Lee, ... NMR in Biomedicine 37 (3), e5059, 2024 | | 2024 |
Single-Shot Coronary Quiescent-Interval Slice-Selective MRA using Compressed Sensing: A Feasibility Study in Patients with Congenital Heart Disease D Shen, RR Edelman, JD Robinson, H Haji-Valizadeh, M Messina, S Giri, ... Journal of computer assisted tomography 42 (5), 739, 2018 | | 2018 |
Rapid De-aliasing of Undersampled Real-Time Phase-Contrast MRI Images using Generative Adversarial Network with Optimal Loss Terms H Yang, AL DiCarlo, D Shen, H Haji-Valizadeh, M Markl, D Kim | | |
Automated Segmentation of the Left Atrium from 3D Late Gadolinium Enhancement Imaging using Deep Learning S Gunasekaran, J Hwang, D Shen, A Katsaggelos, MSM Elbaz, ... | | |
Automated Segmentation of Late Gadolinium Enhanced CMR with Deep Learning D Shen, JJ Baraboo, BC Benefield, DC Lee, M Markl, D Kim | | |
Rapid Image Reconstruction of Single-Shot Coronary Quiescent-Interval Slice-Selective (QISS) MRA and Late Gadolinium-Enhanced MRI using Deep Learning D Shen, H Haji-Valizadeh, D Kim | | |
Rapid Reconstruction of Accelerated, Free-Breathing, Thoracic, Non-Contrast Magnetic Resonance Angiography using Convolutional Neural Network H Haji-valizadeh, D Shen, FA Schiffers, OS Schiffers, D Kim | | |
Rapid Dealiasing of Undersampled, Radial First-Pass Cardiac Perfusion MR Images using 3D Residual U-Net L Fan, D Shen, H Haji-Valizadeh, NK Naresh, JC Carr, BH Freed, DC Lee, ... | | |
Single-Shot Coronary QISS MRA in Children using Radial k-Space Sampling and Compressed Sensing D Shen, RR Edelman, JD Robinson, H Haji-Valizadeh, S Giri, ... | | |