YL
Yvonne W. Lui
Magnetic Resonance Imagingcs.CVeess.IVphysics.med-phArtificial IntelligenceImage Processing, Computer-AssistedBraincs.LGWhite MatterDiffusion Magnetic Resonance Imaging
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
129 papers in the corpus · 2000–2026Motion-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
The Challenge of Rendering Abnormalities Accurately Using Deep Learning-Based Reconstruction in Accelerated Brain MRI: A Disproportionate Loss of Clinically Relevant Image Information at Higher Rates of Acceleration.42733315 · Chen, Shengjia, Johnson, Patricia M, Lui, Yvonne W2026 · 0 citationsInvestigative radiology. 2026
Impact of Imaging Acquisition and Protocol Variability on Artificial Intelligence Model Performance: A Secondary Analysis of the ASFNR Artificial Intelligence Competition.41760384 · Zhu, Guangming, Ozkara, Burak Berksu, Allen, Jason W et al.2026 · 1 citationAJNR. American journal of neuroradiology. 2026;47(9):2366-2371
Pixel-Wise Uncertainty Quantification of Accelerated MRI Reconstruction.42503300 · Giannakopoulos, Ilias I, Gautham Muthukumar, Lokesh B, Lui, Yvonne W et al.2026 · 0 citationsMagnetic resonance in medicine. 2026;96(6):2937-2949
Alignment of Policy, Practice, and Patient Safety for Trustworthy AI in Radiology.42200797 · Doo, Florence X, Davis, Melissa A, Poff, Jason et al.2026 · 1 citationRadiology. Artificial intelligence. 2026;8(4):e250982
Linking Symptom Phenotypes to Patterns of White Matter Injury in Mild Traumatic Brain Injury: A Latent Class Analysis.41203427 · Chung, Sohae, Shin, Seon-Hi, Alivar, Alaleh et al.2026 · 1 citationAJNR. American journal of neuroradiology. 2026;47(5):1400-1405
Quantum Sensing MRI for Noninvasive Detection of Neuronal Electrical Activity in Human Brains.41647211 · Qian, Yongxian, Lin, Ying-Chia, Hejazi, Sara et al.2026 · 0 citationsArXiv. 2026
Specializing Foundation Models via Mixture of Low-Rank Experts for Comprehensive Head CT Analysis2603.00675v1 · Youngjin Yoo, Han Liu, Bogdan Georgescu et al.2026 · 0 citationsarXiv
Mapping Regional Brain Total Sodium Concentration Using Anatomically Guided Reconstruction of Dual-Echo Sodium-23 MRI: Moving toward Improved Accuracy and Precision.40854686 · Alivar, Alaleh, Schramm, Georg, Qian, Yongxian et al.2026 · 0 citationsAJNR. American journal of neuroradiology. 2026;47(2):438-445
Impact of dataset size on fine-tuning foundation models for neuroanatomic segmentation: Testing the foundation model hypothesis.41699958 · Nair, Karthik, Razavian, Narjes, Lui, Yvonne W2026 · 0 citationsMedical physics. 2026;53(2):e70337
Pixelwise Uncertainty Quantification of Accelerated MRI Reconstruction2601.13236v3 · Ilias I. Giannakopoulos, Lokesh B Gautham Muthukumar, Yvonne W. Lui et al.2026 · 0 citationsarXiv
Pixelwise Uncertainty Quantification of Accelerated MRI Reconstruction.41647209 · Giannakopoulos, Ilias I, Gautham Muthukumar, Lokesh B, Lui, Yvonne W et al.2026 · 0 citationsArXiv. 2026
Direct Localization of the VIM/DRTT Using Quantitative Susceptibility Mapping in Essential Tremor: A Pilot MRI Study.40681310 · Chung, Sohae, Song, Ha Neul, Subramaniam, Varun R et al.2026 · 1 citationAJNR. American journal of neuroradiology. 2026;47(1):169-174
The Role of MRI in Debunking the Fallacy of "Mild" Traumatic Brain Injury.40911393 · Chen, Xingye, Wright, David, Chung, Sohae et al.2026 · 0 citationsJournal of magnetic resonance imaging : JMRI. 2026;63(2):297-309
Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge.40628696 · Zenk, Maximilian, Baid, Ujjwal, Pati, Sarthak et al.2025 · 16 citationsNature communications. 2025;16(1):6274
Single-Quantum Sodium MRI at 3T for the Separation of Mono- and Bi-T2 Sodium Signals.40297681 · Qian, Yongxian, Lin, Ying-Chia, Chen, Xingye et al.2025 · 2 citationsResearch square. 2025
Silent Trauma: Neuroimaging Highlights Subtle Changes from Military Blast Exposure.40298604 · Dogra, Siddhant, Lui, Yvonne W2025 · 0 citationsRadiology. 2025;315(1):e250694
A Non-contrast Head CT Foundation Model for Comprehensive Neuro-Trauma Triage2502.21106v1 · Youngjin Yoo, Bogdan Georgescu, Yanbo Zhang et al.2025 · 3 citationsarXiv
FastMRI Breast: A Publicly Available Radial k-Space Dataset of Breast Dynamic Contrast-enhanced MRI.39772976 · Solomon, Eddy, Johnson, Patricia M, Tan, Zhengguo et al.2026 · 11 citationsRadiology. Artificial intelligence. 2025;7(1):e240345
Assessing the Performance of Artificial Intelligence Models: Insights from the American Society of Functional Neuroradiology Artificial Intelligence Competition.38663992 · Jiang, Bin, Ozkara, Burak B, Zhu, Guangming et al.2024 · 7 citationsAJNR. American journal of neuroradiology. 2024;45(9):1276-1283
Author Correction: Deep learning with diffusion MRI as in vivo microscope reveals sex-related differences in human white matter microstructure.39103445 · Chen, Junbo, Bayanagari, Vara Lakshmi, Chung, Sohae et al.2024 · 0 citationsScientific reports. 2024;14(1):18065
Standardized reporting for Head CT Scans in patients suspected of traumatic brain injury (TBI): An international expert endeavor.38963424 · Wintermark, Max, Allen, Jason W, Anzai, Yoshimi et al.2024 · 6 citationsNeuroradiology. 2024;66(9):1513-1526
Assessment of precision and accuracy of brain white matter microstructure using combined diffusion MRI and relaxometry.41288336 · Coelho, Santiago, Liao, Ying, Szczepankiewicz, Filip et al.2025 · 17 citationsHuman brain mapping. 2024;45(9):e26725
Functional Connectivity Changes on Resting-State fMRI after Mild Traumatic Brain Injury: A Systematic Review.38637022 · Dogra, Siddhant, Arabshahi, Soroush, Wei, Jason et al.2024 · 19 citationsAJNR. American journal of neuroradiology. 2024;45(6):795-801
Callosal Interhemispheric Communication in Mild Traumatic Brain Injury: A Mediation Analysis on WM Microstructure Effects.38637026 · Chung, Sohae, Bacon, Tamar, Rath, Joseph F et al.2024 · 3 citationsAJNR. American journal of neuroradiology. 2024;45(6):788-794
Deep learning with diffusion MRI as in vivo microscope reveals sex-related differences in human white matter microstructure.38744901 · Chen, Junbo, Bayanagari, Vara Lakshmi, Chung, Sohae et al.2024 · 11 citationsScientific reports. 2024;14(1):9835
Accelerated MRI reconstructions via variational network and feature domain learning.38744904 · Giannakopoulos, Ilias I, Muckley, Matthew J, Kim, Jesi et al.2024 · 12 citationsScientific reports. 2024;14(1):10991
A Comprehensive and Broad Approach to Resting-State Functional Connectivity in Adult Patients with Mild Traumatic Brain Injury.38604737 · Arabshahi, Soroush, Chung, Sohae, Alivar, Alaleh et al.2024 · 3 citationsAJNR. American journal of neuroradiology. 2024;45(5):637-646
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
Patient Engagement in Neuroradiology: A Narrative Review and Case Studies.38216301 · Kadom, Nadja, Lasiecka, Zofia M, Nemeth, Alexander J et al.2024 · 3 citationsAJNR. American journal of neuroradiology. 2024;45(3):250-255
Assessment of Precision and Accuracy of Brain White Matter Microstructure using Combined Diffusion MRI and Relaxometry.38463511 · Coelho, Santiago, Liao, Ying, Szczepankiewicz, Filip et al.2025 · 3 citationsArXiv. 2024
Mapping tissue microstructure of brain white matter in vivo in health and disease using diffusion MRI.37576119 · Liao, Ying, Coelho, Santiago, Chen, Jenny et al.2025 · 28 citationsArXiv. 2023
Resolution enhancement, noise suppression, and joint T2* decay estimation in dual-echo sodium-23 MR imaging using anatomically guided reconstruction.38044789 · Schramm, Georg, Filipovic, Marina, Qian, Yongxian et al.2024 · 5 citationsMagnetic resonance in medicine. 2024;91(4):1404-1418
Microstructurally Informed Subject-Specific Parcellation of the Corpus Callosum using Axonal Water Fraction.38045398 · Chung, Sohae, Fieremans, Els, Novikov, Dmitry S et al.2026 · 4 citationsResearch square. 2023
The deep route to low-field MRI with high potential.37964114 · Johnson, Patricia M, Lui, Yvonne W2023 · 3 citationsNature. 2023;623(7988):700-701
Ethical Considerations and Fairness in the Use of Artificial Intelligence for Neuroradiology.37652578 · Filippi, C G, Stein, J M, Wang, Z et al.2023 · 23 citationsAJNR. American journal of neuroradiology. 2023;44(11):1242-1248
Identifying relevant diffusion MRI microstructure biomarkers relating to exposure to repeated head impacts in contact sport athletes.37212469 · Chen, Junbo, Chung, Sohae, Li, Tianhao et al.2023 · 7 citationsThe neuroradiology journal. 2023;36(6):693-701
Thalamocortical coherence predicts persistent postconcussive symptoms.37169275 · Li, Yi-Tien, Kuo, Duen-Pang, Tseng, Philip et al.2023 · 11 citationsProgress in neurobiology. 2023;226:102464
Critical Appraisal of Artificial Intelligence-Enabled Imaging Tools Using the Levels of Evidence System.37080722 · Pham, N, Hill, V, Rauschecker, A et al.2023 · 24 citationsAJNR. American journal of neuroradiology. 2023;44(5):E21-E28
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
Author Correction: Federated learning enables big data for rare cancer boundary detection.36702828 · Pati, Sarthak, Baid, Ujjwal, Edwards, Brandon et al.2025 · 5 citationsNature communications. 2023;14(1):436
Federated learning enables big data for rare cancer boundary detection.36470898 · Pati, Sarthak, Baid, Ujjwal, Edwards, Brandon et al.2022 · 390 citationsNature communications. 2022;13(1):7346
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
Deep multi-task learning and random forest for series classification by pulse sequence type and orientation.35906437 · Kasmanoff, Noah, Lee, Matthew D, Razavian, Narges et al.2023 · 7 citationsNeuroradiology. 2023;65(1):77-87
Investigating Brain White Matter in Football Players with and without Concussion Using a Biophysical Model from Multishell Diffusion MRI.35589140 · Chung, S, Chen, J, Li, T et al.2022 · 20 citationsAJNR. American journal of neuroradiology. 2022;43(6):823-828
Artificial Intelligence with Statistical Confidence Scores for Detection of Acute or Subacute Hemorrhage on Noncontrast CT Head Scans.35652116 · Gibson, Eli, Georgescu, Bogdan, Ceccaldi, Pascal et al.2023 · 26 citationsRadiology. Artificial intelligence. 2022;4(3):e210115
fastMRI+, Clinical pathology annotations for knee and brain fully sampled magnetic resonance imaging data.35383186 · Zhao, Ruiyang, Yaman, Burhaneddin, Zhang, Yuxin et al.2022 · 74 citationsScientific data. 2022;9(1):152
A No-Math Primer on the Principles of Machine Learning for Radiologists.35339253 · Lee, Matthew D, Elsayed, Mohammed, Chopra, Sumit et al.2022 · 3 citationsSeminars in ultrasound, CT, and MR. 2022;43(2):133-141
fastMRI+: Clinical Pathology Annotations for Knee and Brain Fully Sampled Multi-Coil MRI Data2109.03812v2 · Ruiyang Zhao, Burhaneddin Yaman, Yuxin Zhang et al.2021 · 17 citationsarXiv
Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction.33929957 · Muckley, Matthew J, Riemenschneider, Bruno, Radmanesh, Alireza et al.2021 · 313 citationsIEEE transactions on medical imaging. 2021;40(9):2306-2317
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