DS
Daniel K. Sodickson
Magnetic Resonance ImagingAlgorithmsImage Processing, Computer-Assistedeess.IVcompressed sensingphysics.med-phcs.CVArtifactscs.LGdeep learning
On Valency
published · living versionsW_5352xgra·v1 · currentpublished
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI
with Jure Zbontar, Florian Knoll, Anuroop Sriram, Tullie Murrell +22
1 version
Preprints & journals
204 papers in the corpus · 1995–2026Creatine Use Among Women Across Reported Duration-of-Use Groups: A Platform-Based Cross-Sectional Survey of Supplementation Behaviors, Motivations, Knowledge, and Experiences.42796943 · Burridge, Jocelyn, Zhang, Ziyang, Boolani, Ali et al.2026 · 0 citationsNutrients. 2026;18(18)
Context-aware monitoring: rethinking comprehensive screening in the era of AI.42587001 · Shaywitz, David A, Price, Nathan D, Sodickson, Daniel K2026 · 1 citationNPJ digital medicine. 2026;9(1)
Masked and Predictive Self-Supervised Pretraining for Brain MRI: Effects of Objective Design on Disease Detection2606.13315v2 · Esra Ergun, Hersh Chandarana, Dan Sodickson et al.2026 · 0 citationsarXiv
L-TGVN: Leveraging Longitudinal Priors for Personalized Rapid MRI.42282053 · Atalık, Arda, Chopra, Sumit, Sodickson, Daniel K2026 · 0 citationsArXiv. 2026
GRASP MRI: A Decade of Innovation from Bench to Bedside2605.24815v1 · Li Feng, Kai Tobias Block, Hersh Chandarana et al.2026 · 0 citationsarXiv
Seeing my way.42014253 · Sodickson, Daniel K2026 · 0 citationsCurrent problems in diagnostic radiology. 2026;55(5):638-639
PSIRNet: Deep Learning-based Free-breathing Rapid Acquisition Late Enhancement Imaging2604.08781v1 · Arda Atalik, Hui Xue, Rhodri H. Davies et al.2026 · 0 citationsarXiv
Accurate, fair, and generalisable scaling of injury severity score-based AI with demographics in terms of mortality in patients with trauma: multi-centre, multi-national retrospective cohort study.41830825 · Choi, Yunjeong, Seok, Junepill, Young-Chul Oh, Thomas et al.2026 · 0 citationsEBioMedicine. 2026;126:106206
Commentary on Mid and Low-Field MR Imaging Systems: What Does the Future Hold?41800625 · Chandarana, Hersh, Ginocchio, Luke, Sodickson, Daniel K2026 · 0 citationsJournal of computer assisted tomography. 2026;50(5)
Leveraging Representation Learning for Bi-parametric Prostate MRI to Disambiguate PI-RADS 3 and Improve Biopsy Decision Strategies.40586610 · Umapathy, Lavanya, Johnson, Patricia M, Dutt, Tarun et al.2026 · 2 citationsInvestigative radiology. 2026;61(2):127-135
Prehospital real-time AI for trauma mortality prediction: a multi-institutional and multi-national validation study.41501064 · Oh, Na-Eun, Oh, Thomas Young-Chul, Hsu, Jeremy et al.2026 · 3 citationsNature communications. 2026;17(1):1464
A Trust-Guided Approach to MR Image Reconstruction With Side Information.40742840 · Atalik, Arda, Chopra, Sumit, Sodickson, Daniel K2026 · 11 citationsIEEE transactions on medical imaging. 2026;45(1):190-205
Artificial Intelligence in Prostate MRI: Addressing Current Limitations Through Emerging Technologies.41348934 · Johnson, Patricia M, Umapathy, Lavanya, Gigax, Bradley et al.2026 · 11 citationsJournal of magnetic resonance imaging : JMRI. 2026;63(3):617-630
Overcoming MRI accessibility barriers in cancer imaging with cutting-edge solutions.41214743 · Chandarana, Hersh, Sodickson, Daniel K2026 · 1 citationCancer imaging : the official publication of the International Cancer Imaging Society. 2025;25(1):127
First-Order Spatial Encoding Simulations for Improved Accuracy in the Presence of Strong B0 and Gradient Field Variations.41145956 · Tibrewala, Radhika, Collins, Christopher M, Mallett, Michael et al.2025 · 0 citationsMagnetic resonance in medicine. 2026;95(3):1847-1857
Context-aware deep learning using individualized prior information reduces false positives in disease risk prediction and longitudinal health assessment2510.15591v1 · Lavanya Umapathy, Patricia M Johnson, Tarun Dutt et al.2025 · 0 citationsarXiv
Multisession Longitudinal Dynamic MRI Incorporating Patient-Specific Prior Image Information Across Time.40740507 · Chen, Jingjia, Chandarana, Hersh, Sodickson, Daniel K et al.2026 · 0 citationsArXiv. 2025
T1 Relaxation-Enhanced Steady-State Acquisition With Radial k-Space Sampling: A Novel Family of Pulse Sequences for Motion-Robust Volumetric T1-Weighted MRI With Improved Lesion Conspicuity.40184541 · Zi, Ruoxun, Edelman, Robert R, Maier, Christoph et al.2025 · 0 citationsInvestigative radiology. 2025;60(10):658-668
Morphological Brain Analysis Using Ultra Low-Field MRI.40586128 · Hsu, Peter, Marchetto, Elisa, Sodickson, Daniel K et al.2025 · 9 citationsHuman brain mapping. 2025;46(10):e70232
Multimodal generative AI for interpreting 3D medical images and videos.40360694 · Lee, Jung-Oh, Zhou, Hong-Yu, Berzin, Tyler M et al.2026 · 23 citationsNPJ digital medicine. 2025;8(1):273
Prostate Cancer Risk Stratification and Scan Tailoring Using Deep Learning on Abbreviated Prostate MRI.40259798 · Johnson, Patricia M, Dutt, Tarun, Ginocchio, Luke A et al.2025 · 14 citationsJournal of magnetic resonance imaging : JMRI. 2025;62(3):858-866
Accelerating multi-coil MR image reconstruction using weak supervision.39382814 · Atalık, Arda, Chopra, Sumit, Sodickson, Daniel K2025 · 0 citationsMagma (New York, N.Y.). 2025;38(1):37-51
The Perils and the Promise of Whole-Body MRI: Why We May Be Debating the Wrong Things.39251175 · Sodickson, Daniel K2025 · 0 citationsJournal of the American College of Radiology : JACR. 2024;21(11):1816-1818
An image-domain deep-learning denoising technique for accelerated parallel brain MRI: prospective clinical evaluation.41058863 · Onac, Laura, Dobai, Lorand, Mouraviev, Andrei et al.2025 · 2 citationsRadiology advances. 2024;1(3):umae022
DeepEMC-T2 mapping: Deep learning-enabled T2 mapping based on echo modulation curve modeling.39129209 · Pei, Haoyang, Shepherd, Timothy M, Wang, Yao et al.2024 · 5 citationsMagnetic resonance in medicine. 2024;92(6):2707-2722
Preliminary Experience with Three Alternative Motion Sensors for 0.55 Tesla MR Imaging.38931494 · Tibrewala, Radhika, Brantner, Douglas, Brown, Ryan et al.2024 · 1 citationSensors (Basel, Switzerland). 2024;24(12)
FastMRI Prostate: A public, biparametric MRI dataset to advance machine learning for prostate cancer imaging.38643291 · Tibrewala, Radhika, Dutt, Tarun, Tong, Angela et al.2024 · 37 citationsScientific data. 2024;11(1):404
Brain-implanted conductors amplify radiofrequency fields in rodents: Advantages and risks.37876116 · Vöröslakos, Mihály, Yaghmazadeh, Omid, Alon, Leeor et al.2024 · 9 citationsBioelectromagnetics. 2024;45(3):139-155
Computational methods for the estimation of ideal current patterns in realistic human models.37800398 · Giannakopoulos, Ilias I, Georgakis, Ioannis P, Sodickson, Daniel K et al.2023 · 6 citationsMagnetic resonance in medicine. 2024;91(2):760-772
An experimental system for detection and localization of hemorrhage using ultra-wideband microwaves with deep learning.37873017 · Hedayati, Eisa, Safari, Fatemeh, Verghese, George et al.2024 · 8 citationsArXiv. 2023
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis2306.13276v1 · Divyam Madaan, Daniel Sodickson, Kyunghyun Cho et al.2023 · 0 citationsarXiv
Low-field MRI: A report on the 2022 ISMRM workshop.37345725 · Campbell-Washburn, Adrienne E, Keenan, Kathryn E, Hu, Peng et al.2023 · 51 citationsMagnetic resonance in medicine. 2023;90(4):1682-1694
FastMRI Prostate: A Publicly Available, Biparametric MRI Dataset to Advance Machine Learning for Prostate Cancer Imaging.37131871 · Tibrewala, Radhika, Dutt, Tarun, Tong, Angela et al.2026 · 8 citationsArXiv. 2023
MP-RAVE: IR-Prepared T1 -Weighted Radial Stack-of-Stars 3D GRE imaging with retrospective motion correction.36763847 · Solomon, Eddy, Lotan, Eyal, Zan, Elcin et al.2023 · 3 citationsMagnetic resonance in medicine. 2023;90(1):202-210
On the Feasibility of Machine Learning Augmented Magnetic Resonance for Point-of-Care Identification of Disease2301.11962v2 · Raghav Singhal, Mukund Sudarshan, Anish Mahishi et al.2023 · 1 citationarXiv
Deep Learning Reconstruction Enables Prospectively Accelerated Clinical Knee MRI.36648347 · Johnson, Patricia M, Lin, Dana J, Zbontar, Jure et al.2023 · 124 citationsRadiology. 2023;307(2):e220425
Exploring the Acceleration Limits of Deep Learning Variational Network-based Two-dimensional Brain MRI.36523647 · Radmanesh, Alireza, Muckley, Matthew J, Murrell, Tullie et al.2023 · 32 citationsRadiology. Artificial intelligence. 2022;4(6):e210313
Differences between human and machine perception in medical diagnosis.35477730 · Makino, Taro, Jastrzębski, Stanisław, Oleszkiewicz, Witold et al.2022 · 30 citationsScientific reports. 2022;12(1):6877
Neuronal activity under transcranial radio-frequency stimulation in metal-free rodent brains in-vivo.38125336 · Yaghmazadeh, Omid, Vöröslakos, Mihály, Alon, Leeor et al.2024 · 20 citationsCommunications engineering. 2022;1
Generalized Bloch model: A theory for pulsed magnetization transfer.34811794 · Assländer, Jakob, Gultekin, Cem, Flassbeck, Sebastian et al.2022 · 24 citationsMagnetic resonance in medicine. 2022;87(4):2003-2017
A workflow to generate patient-specific three-dimensional augmented reality models from medical imaging data and example applications in urologic oncology.34709482 · Wake, Nicole, Rosenkrantz, Andrew B, Huang, William C et al.2021 · 32 citations3D printing in medicine. 2021;7(1):34
Diagnostic abdominal MR imaging on a prototype low-field 0.55 T scanner operating at two different gradient strengths.34415411 · Chandarana, Hersh, Bagga, Barun, Huang, Chenchan et al.2021 · 31 citationsAbdominal radiology (New York). 2021;46(12):5772-5780
The brain after COVID-19: Compensatory neurogenesis or persistent neuroinflammation?33409480 · Goldberg, Elkhonon, Podell, Kenneth, Sodickson, Daniel K et al.2021 · 22 citationsEClinicalMedicine. 2021;31:100684
Magnetic-Resonance-Based Electrical Property Mapping Using Global Maxwell Tomography With an 8-Channel Head Coil at 7 Tesla: A Simulation Study.32365014 · Giannakopoulos, Ilias I, Serralles, Jose E C, Daniel, Luca et al.2021 · 16 citationsIEEE transactions on bio-medical engineering. 2021;68(1):236-246
Free-breathing radial imaging using a pilot-tone radiofrequency transmitter for detection of respiratory motion.33306216 · Solomon, Eddy, Rigie, David S, Vahle, Thomas et al.2021 · 39 citationsMagnetic resonance in medicine. 2021;85(5):2672-2685
Using Deep Learning to Accelerate Knee MRI at 3 T: Results of an Interchangeability Study.32755163 · Recht, Michael P, Zbontar, Jure, Sodickson, Daniel K et al.2021 · 177 citationsAJR. American journal of roentgenology. 2020;215(6):1421-1429
Training a neural network for Gibbs and noise removal in diffusion MRI.32662910 · Muckley, Matthew J, Ades-Aron, Benjamin, Papaioannou, Antonios et al.2021 · 54 citationsMagnetic resonance in medicine. 2021;85(1):413-428
Advancing machine learning for MR image reconstruction with an open competition: Overview of the 2019 fastMRI challenge.32506658 · Knoll, Florian, Murrell, Tullie, Sriram, Anuroop et al.2021 · 264 citationsMagnetic resonance in medicine. 2020;84(6):3054-3070
Medical Imaging and Privacy in the Era of Artificial Intelligence: Myth, Fallacy, and the Future.32360449 · Lotan, Eyal, Tschider, Charlotte, Sodickson, Daniel K et al.2021 · 48 citationsJournal of the American College of Radiology : JACR. 2020;17(9):1159-1162
The Impact of the COVID-19 Pandemic on the Radiology Research Enterprise: Radiology Scientific Expert Panel.32293224 · Vagal, Achala, Reeder, Scott B, Sodickson, Daniel K et al.2020 · 40 citationsRadiology. 2020;296(3):E134-E140
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