MR
Michael P. Recht
Magnetic Resonance ImagingRadiologyDeep LearningMRICOVID-19deep learningDiagnostic ImagingShoulder InjuriesArthroscopyArtificial Intelligence
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
183 papers in the corpus · 1983–2026Clinical Implementation of Opportunistic Screening for Osteoporosis.42308093 · Dogra, Siddhant, Bussey, Olivia, Dane, Bari et al.2026 · 1 citationAJR. American journal of roentgenology. 2026:1-10
Opportunistic CT Screening: Clinical Applications, Technical Foundations, and Best Practices.42752240 · Dogra, Siddhant, Lew, Christopher, Bussey, Olivia et al.2026 · 0 citationsRadiographics : a review publication of the Radiological Society of North America, Inc. 2026;46(10):e260009
Motion-Related Repeat MRI Sequences in a High-Volume Health System: Operational Burden and Heterogeneous Diagnostic Benefit.42772395 · Dogra, Siddhant, Ginocchio, Luke A, McClelland, Andrew C et al.2026 · 0 citationsJournal of the American College of Radiology : JACR. 2026
Artificial Intelligence-Enabled Precision Education: A Novel Tool to Augment Radiology Residency Training.42686494 · Prabhu, Vinay, Young, Matthew G, Verdone, Antonio et al.2026 · 0 citationsAcademic radiology. 2026
Efficiency and Financial Gains From Artificial Intelligence Algorithm Implementation.42421286 · Bredella, Miriam A, Ilyas, Nazish, Tobin, Katie et al.2026 · 0 citationsJournal of the American College of Radiology : JACR. 2026;23(9):1856-1860
Deep Learning-based Opportunistic CT Osteoporosis Screening and the Establishment of Normative Values.41217284 · Westerhoff, Malte, Gyftopoulos, Soterios, Dane, Bari et al.2025 · 33 citationsRadiology. 2025;317(2):e250917
Real-world diagnostic performance of knee MRI protocols accelerated using simultaneous multi-slice acquisition and deep learning reconstruction.41109866 · Johnson, Patricia M, Dogra, Siddhant, Westerhoff, Malte et al.2026 · 4 citationsSkeletal radiology. 2026;55(3):571-577
Artificial Intelligence Integration Into Residency Training: How, What, and When?40754124 · Dogra, Siddhant, Recht, Michael P2026 · 1 citationJournal of the American College of Radiology : JACR. 2026;23(3):371-374
Clinical Implementation of Sixfold-Accelerated Deep Learning Superresolution Knee MRI in Under 5 Minutes: Arthroscopy-Validated Diagnostic Performance.40266704 · Vosshenrich, Jan, Breit, Hanns-Christian, Donners, Ricardo et al.2025 · 17 citationsAJR. American journal of roentgenology. 2025;225(1):e2532878
Arthroscopy-validated diagnostic performance of sub-5-min deep learning super-resolution 3T knee MRI in children and adolescents.40493057 · Vosshenrich, Jan, Breit, Hanns-Christian, Donners, Ricardo et al.2025 · 9 citationsSkeletal radiology. 2025;54(12):2705-2716
Benefits, Costs, and Opportunities of Remote Radiologists.40490123 · Deitte, Lori A, Nadgir, Rohini, Recht, Michael et al.2025 · 0 citationsJournal of the American College of Radiology : JACR. 2025;22(10):1247-1249
Deep Learning-Based Opportunistic CT Osteoporosis Screening and Establishment of Normative Values10.1101/2025.03.25.25324606v2 · Westerhoff, M., Gyftopoulos, S., Dane, B. et al.2025 · 0 citationsmedRxiv
Arthroscopy-validated Diagnostic Performance of 7-Minute Five-Sequence Deep Learning Super-Resolution 3-T Shoulder MRI.39964264 · Vosshenrich, Jan, Bruno, Mary, Cantarelli Rodrigues, Tatiane et al.2025 · 17 citationsRadiology. 2025;314(2):e241351
Artificial Intelligence and Precision Education: AJR Podcast Series on Training and Education, Episode 7.39723801 · Cheng, Monica, Recht, Michael P2025 · 1 citationAJR. American journal of roentgenology. 2025;224(1):e2432504
Patterns of Access to Radiology Reports and Images Through a Patient Portal.38315344 · Wang, Jason, Goldberg, Julia E, Block, Tobias et al.2025 · 3 citationsJournal of imaging informatics in medicine. 2024;37(2):504-509
Patient-centered radiology: a roadmap for outpatient imaging.38047974 · Recht, Michael P, Donoso-Bach, Lluís, Brkljačić, Boris et al.2024 · 15 citationsEuropean radiology. 2024;34(7):4331-4340
Designing Clinical MRI for Enhanced Workflow and Value.37795927 · Lin, Dana J, Doshi, Ankur M, Fritz, Jan et al.2024 · 13 citationsJournal of magnetic resonance imaging : JMRI. 2024;60(1):29-39
Advances in Musculoskeletal Imaging: Recent Developments and Predictions for the Future.37642575 · Recht, Michael P, White, Lawrence M, Fritz, Jan et al.2023 · 14 citationsRadiology. 2023;308(2):e230615
Fast and Frictionless: A Novel Approach to Radiology Appointment Scheduling Using a Mobile App and Recommendation Engine.37145249 · Doshi, Ankur M, Ostrow, Dana, Gresens, August et al.2023 · 7 citationsJournal of digital imaging. 2023;36(4):1285-1290
Deep Learning Diagnosis and Classification of Rotator Cuff Tears on Shoulder MRI.36728041 · Lin, Dana J, Schwier, Michael, Geiger, Bernhard et al.2023 · 58 citationsInvestigative radiology. 2023;58(6):405-412
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
AUR Radiology Resident Core Curriculum Lecture Series - A Model for Multi-Society Collaborative Virtual Education.36639275 · Fefferman, Nancy R, Recht, Michael P2023 · 5 citationsAcademic radiology. 2023;30(4):617-620
Work From Home in Academic Radiology Departments: Advantages, Disadvantages and Strategies for the Future.36577604 · Recht, Michael P2023 · 38 citationsAcademic radiology. 2023;30(4):585-589
Artificial intelligence in musculoskeletal imaging: a perspective on value propositions, clinical use, and obstacles.33983500 · Fritz, Jan, Kijowski, Richard, Recht, Michael P2021 · 44 citationsSkeletal radiology. 2022;51(2):239-243
Impact of COVID-19 Workflow Changes on Patient Throughput at Outpatient Imaging Centers.33516590 · Chang, Gregory, Doshi, Ankur, Chandarana, Hersh et al.2021 · 11 citationsAcademic radiology. 2021;28(3):297-306
How to Implement AI in the Clinical Enterprise: Opportunities and Lessons Learned.33153543 · Lui, Yvonne W, Geras, Krzysztof, Block, K Tobias et al.2021 · 15 citationsJournal of the American College of Radiology : JACR. 2020;17(11):1394-1397
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
Early-Stage Radiology Volume Effects and Considerations with the Coronavirus Disease 2019 (COVID-19) Pandemic: Adaptations, Risks, and Lessons Learned.32717183 · Norbash, Alexander M, Moore, Arl Van, Recht, Michael P et al.2020 · 58 citationsJournal of the American College of Radiology : JACR. 2020;17(9):1086-1095
National Trends in Oncologic Diagnostic Imaging.32640248 · Rosenkrantz, Andrew B, Chaves Cerdas, Laura, Hughes, Danny R et al.2021 · 8 citationsJournal of the American College of Radiology : JACR. 2020;17(9):1116-1122
Preserving Radiology Resident Education During the COVID-19 Pandemic: The Simulated Daily Readout.32553278 · Recht, Michael P, Fefferman, Nancy R, Bittman, Mark E et al.2020 · 36 citationsAcademic radiology. 2020;27(8):1154-1161
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
ACR Statement on Safe Resumption of Routine Radiology Care During the Coronavirus Disease 2019 (COVID-19) Pandemic.32442427 · Davenport, Matthew S, Bruno, Michael A, Iyer, Ramesh S et al.2020 · 65 citationsJournal of the American College of Radiology : JACR. 2020;17(7):839-844
Coronavirus Disease 2019 (COVID-19) and Your Radiology Practice: Case Triage, Staffing Strategies, and Addressing Revenue Concerns.32360525 · Lee, Christoph I, Raoof, Sabiha, Patel, Samir B et al.2020 · 16 citationsJournal of the American College of Radiology : JACR. 2020;17(6):752-754
Integrating artificial intelligence into the clinical practice of radiology: challenges and recommendations.32064565 · Recht, Michael P, Dewey, Marc, Dreyer, Keith et al.2020 · 268 citationsEuropean radiology. 2020;30(6):3576-3584
Perceptions of Radiologists and Emergency Medicine Providers Regarding the Quality, Value, and Challenges of Outside Image Sharing in the Emergency Department Setting.32023121 · Rosenkrantz, Andrew B, Smith, Silas W, Recht, Michael P et al.2020 · 10 citationsAJR. American journal of roentgenology. 2020;214(4):843-852
fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning.32076662 · Knoll, Florian, Zbontar, Jure, Sriram, Anuroop et al.2021 · 416 citationsRadiology. Artificial intelligence. 2020;2(1):e190007
Improving the Speed of MRI with Artificial Intelligence.31991448 · Johnson, Patricia M, Recht, Michael P, Knoll, Florian2020 · 77 citationsSeminars in musculoskeletal radiology. 2020;24(1):12-20
MRI Banding Removal via Adversarial Training2001.08699v3 · Aaron Defazio, Tullie Murrell, Michael P. Recht2020 · 10 citationsarXiv
The International Skeletal Society: A Potential Model for Radiology and Pathology Collaboration.31818380 · White, Lawrence M, Bonar, S Fiona, Recht, Michael P2020 · 3 citationsAcademic radiology. 2020;27(1):130-131
Process Improvement for Communication and Follow-up of Incidental Lung Nodules.31899183 · Kang, Stella K, Doshi, Ankur M, Recht, Michael P et al.2021 · 16 citationsJournal of the American College of Radiology : JACR. 2020;17(2):224-230
Enhancing communication in radiology using a hybrid computer-human based system.32004954 · Moore, William, Doshi, Ankur, Gyftopoulos, Soterios et al.2020 · 1 citationClinical imaging. 2020;61:95-98
Core curriculum online lecture series in musculoskeletal imaging: initial results.31278539 · White, Lawrence M, Rubin, David A, Pathria, Mini N et al.2020 · 4 citationsSkeletal radiology. 2020;49(1):125-128
Artificial Intelligence in Musculoskeletal Imaging: Current Status and Future Directions.31166761 · Gyftopoulos, Soterios, Lin, Dana, Knoll, Florian et al.2020 · 165 citationsAJR. American journal of roentgenology. 2019;213(3):506-513
Utility of an Automated Radiology-Pathology Feedback Tool.31072775 · Doshi, Ankur M, Huang, Chenchan, Melamud, Kira et al.2020 · 15 citationsJournal of the American College of Radiology : JACR. 2019;16(9 Pt A):1211-1217
Society of Chairs of Academic Radiology Departments Statement of Support for Paid Parental Leave.30832826 · Canon, Cheri L, Enzmann, Dieter R, Grist, Thomas M et al.2019 · 20 citationsJournal of the American College of Radiology : JACR. 2019;16(3):271-272
Optimization of MRI Turnaround Times Through the Use of Dockable Tables and Innovative Architectural Design Strategies.30807221 · Recht, Michael P, Block, Kai Tobias, Chandarana, Hersh et al.2019 · 42 citationsAJR. American journal of roentgenology. 2019;212(4):855-858
Preventing Burnout in the Face of Growing Patient Volumes in a Busy Outpatient CT Suite: A Technologist Perspective.30803752 · Mohammed, Sharon, Rosenkrantz, Andrew B, Recht, Michael P2020 · 10 citationsCurrent problems in diagnostic radiology. 2020;49(2):70-73
The Use of an Emergency Department Expeditor to Improve Emergency Department CT Workflow: Initial Experiences.30600159 · Gyftopoulos, Soterios, Jamin, Catherine, Wu, Tina S et al.2019 · 6 citationsJournal of the American College of Radiology : JACR. 2019;16(3):327-332
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI1811.08839v2 · Jure Zbontar, Florian Knoll, Anuroop Sriram et al.2018 · 587 citationsarXivon Valency
Informatics Solutions for Driving an Effective and Efficient Radiology Practice.30303784 · Doshi, Ankur M, Moore, William H, Kim, Danny C et al.2019 · 38 citationsRadiographics : a review publication of the Radiological Society of North America, Inc. 2018;38(6):1810-1822
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