CM
Craig Meyer
Magnetic Resonance ImagingAlgorithmsspiralArtifactsMRIcs.CVDeep LearningBraindeep learningMagnetic Resonance Imaging, Cine
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
140 papers in the corpus · 1985–2026Toward Inter-Sonication Monitoring of Skull and Brain Temperatures in Transcranial MRgFUS Using a 3D Stack-of-Spirals Sequence.42740382 · Chen, Sheng, Allen, Steven P, Mugler, John P et al.2026 · 0 citationsMagnetic resonance in medicine. 2026
CPU-based fast cardiac cine MRI segmentation using lightweight CNNs and knowledge distillation.42705419 · Feng, Xue, Singulane, Cristiane C, Patel, Amit R et al.2026 · 0 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2026:102795
Mapping Regional Changes in Multiple-Timepoint Hyperpolarized Gas Ventilation Images and Validation by Radiologist Score.41476445 · Shammi, Ummul Afia, Altes, Talissa, Thornburgh, Cody et al.2026 · 0 citationsInternational journal of biomedical imaging. 2025;2025:1959442
A retraced spiral strategy with semi-automatic deblurring for volumetric thermometry.40391713 · Allen, Steven P, Chen, Sheng, Yan, Kang et al.2025 · 3 citationsMagnetic resonance in medicine. 2025;94(4):1432-1444
Quantification of Spatial Ventilation Defect Sparsity in Hyperpolarized Gas Magnetic Resonance Imaging of Lungs Utilizing a Three-Dimensional Clustering Algorithm.39930612 · García Delgado, Gabriela María, Shammi, Ummul Afia, Ruppel, Mia R et al.2025 · 0 citationsNMR in biomedicine. 2025;38(3):e70005
Variable-flip-angle 3D spiral-in-out turbo spin-echo imaging using concomitant gradient compensation and echo reordering at 0.55 T.39567364 · Wang, Zhixing, Ramasawmy, Rajiv, Javed, Ahsan et al.2025 · 3 citationsMagnetic resonance in medicine. 2025;93(4):1741-1750
MRI denoising with a non-blind deep complex-valued convolutional neural network.39523816 · Dou, Quan, Wang, Zhixing, Feng, Xue et al.2024 · 17 citationsNMR in biomedicine. 2025;38(1):e5291
Associations between the choroid plexus and tau in Alzheimer's disease using an active learning segmentation pipeline.38997764 · Li, Jiaxin, Hu, Yueqin, Xu, Yunzhi et al.2024 · 16 citationsFluids and barriers of the CNS. 2024;21(1):56
Hyperpolarized 129Xe MRI, 99mTc scintigraphy, and SPECT in lung ventilation imaging: a quantitative comparison.37977888 · Peiffer, J D, Altes, Talissa, Ruset, Iulian C et al.2024 · 14 citationsAcademic radiology. 2024;31(4):1666-1675
High-resolution spiral real-time cardiac cine imaging with deep learning-based rapid image reconstruction and quantification.37926525 · Wang, Junyu, Awad, Marina, Zhou, Ruixi et al.2024 · 6 citationsNMR in biomedicine. 2024;37(2):e5051
Probability of Cavitation in a Custom Iron-Based Coupling Medium for Transcranial Magnetic Resonance-Guided Focused Ultrasound Procedures.37730478 · Edsall, Connor, Fergusson, Austin, Davis, Richey M et al.2023 · 1 citationUltrasound in medicine & biology. 2023;49(12):2519-2526
Dynamic cardiac MRI with high spatiotemporal resolution using accelerated spiral-out and spiral-in/out bSSFP pulse sequences at 1.5 T.37665502 · Wang, Zhixing, Feng, Xue, Salerno, Michael et al.2023 · 2 citationsMagma (New York, N.Y.). 2023;36(6):857-867
Dark band artifact in transcranial MR-guided focused ultrasound: Mechanism and mitigation with passive crossed wire antennas.37543175 · Yan, Xinqiang, Allen, Steven, Lu, Ming et al.2023 · 14 citationsMagnetic resonance imaging. 2023;103:169-178
Concomitant field compensation of spiral turbo spin-echo at 0.55 T.37306784 · Ramasawmy, Rajiv, Mugler, John P, Javed, Ahsan et al.2023 · 8 citationsMagma (New York, N.Y.). 2023;36(3):465-475
Athlete Muscular Phenotypes Identified and Compared with High-Dimensional Clustering of Lower Limb Muscle Volume Measurements.37259254 · Knaus, Katherine R, Handsfield, Geoffrey G, Fiorentino, Niccolo M et al.2023 · 4 citationsMedicine and science in sports and exercise. 2023;55(10):1913-1922
Alirocumab and plaque volume, calf muscle blood flow, and walking performance in peripheral artery disease: A randomized clinical trial.37093712 · Rrapo-Kaso, Elona, Loffler, Adrian I, Petroni, Gina R et al.2023 · 6 citationsVascular medicine (London, England). 2023;28(4):282-289
Concomitant magnetic-field compensation for 2D spiral-ring turbo spin-echo imaging at 0.55T and 1.5T.37036033 · Wang, Zhixing, Ramasawmy, Rajiv, Feng, Xue et al.2023 · 14 citationsMagnetic resonance in medicine. 2023;90(2):552-568
Rapid whole-brain quantitative MT imaging.37019739 · Afshari, Roya, Santini, Francesco, Heule, Rahel et al.2025 · 4 citationsZeitschrift fur medizinische Physik. 2025;35(1):69-77
Highly accelerated dynamic acquisition of 3D grid-tagged hyperpolarized-gas lung images using compressed sensing.36669874 · Garrison, William J, Qing, Kun, Tafti, Sina et al.2023 · 3 citationsMagnetic resonance in medicine. 2023;89(6):2255-2263
Iron-based coupling media for MRI-guided ultrasound surgery.36156266 · Allen, Steven P, Fergusson, Austin, Edsall, Connor et al.2022 · 4 citationsMedical physics. 2022;49(12):7373-7383
Comparison between MR and CT imaging used to correct for skull-induced phase aberrations during transcranial focused ultrasound.35927449 · Leung, Steven A, Moore, David, Gilbo, Yekaterina et al.2022 · 44 citationsScientific reports. 2022;12(1):13407
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results.36998700 · Mehta, Raghav, Filos, Angelos, Baid, Ujjwal et al.2024 · 61 citationsThe journal of machine learning for biomedical imaging. 2022;2022
Chemical Exchange Saturation Transfer Magnetic Resonance Imaging Identifies Abnormal Calf Muscle-Specific Energetics in Peripheral Artery Disease.35861977 · Sporkin, Helen L, Patel, Toral R, Betz, Yaqub et al.2022 · 5 citationsCirculation. Cardiovascular imaging. 2022;15(7):e013869
SPRING-RIO TSE: 2D T2 -Weighted Turbo Spin-Echo brain imaging using SPiral RINGs with retraced in/out trajectories.35394088 · Wang, Zhixing, Allen, Steven P, Feng, Xue et al.2022 · 9 citationsMagnetic resonance in medicine. 2022;88(2):601-616
Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge.35500498 · Lalande, Alain, Chen, Zhihao, Pommier, Thibaut et al.2022 · 65 citationsMedical image analysis. 2022;79:102428
Automated 3D Fetal Brain Segmentation Using an Optimized Deep Learning Approach.35177547 · Zhao, L, Asis-Cruz, J D, Feng, X et al.2022 · 59 citationsAJNR. American journal of neuroradiology. 2022;43(3):448-454
Suppression of artifact-generating echoes in cine DENSE using deep learning.34021628 · Abdi, Mohamad, Feng, Xue, Sun, Changyu et al.2021 · 10 citationsMagnetic resonance in medicine. 2021;86(4):2095-2104
Real-time dynamic vocal tract imaging using an accelerated spiral GRE sequence and low rank plus sparse reconstruction.33957210 · Feng, Xue, Wang, Zhixing, Meyer, Craig H2021 · 3 citationsMagnetic resonance imaging. 2021;80:106-112
Diagnostic Accuracy of Spiral Whole-Heart Quantitative Adenosine Stress Cardiovascular Magnetic Resonance With Motion Compensated L1-SPIRIT.33822426 · Pan, Jonathan A, Robinson, Austin A, Yang, Yang et al.2021 · 5 citationsJournal of magnetic resonance imaging : JMRI. 2021;54(4):1268-1279
Fully-automated global and segmental strain analysis of DENSE cardiovascular magnetic resonance using deep learning for segmentation and phase unwrapping.33691739 · Ghadimi, Sona, Auger, Daniel A, Feng, Xue et al.2021 · 41 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2021;23(1):20
High spatial resolution spiral first-pass myocardial perfusion imaging with whole-heart coverage at 3 T.33709415 · Wang, Junyu, Yang, Yang, Weller, Daniel S et al.2021 · 17 citationsMagnetic resonance in medicine. 2021;86(2):648-662
Measures of ventilation heterogeneity mapped with hyperpolarized helium-3 MRI demonstrate a T2-high phenotype in asthma.33621442 · Gerald Teague, W, Mata, Jaime, Qing, Kun et al.2021 · 10 citationsPediatric pulmonology. 2021;56(6):1440-1448
Comparison of Hyperpolarized 3He and 129Xe MR Imaging in Cystic Fibrosis Patients.33487537 · Shammi, Ummul Afia, D'Alessandro, Michelle Felicia, Altes, Talissa et al.2022 · 18 citationsAcademic radiology. 2022;29 Suppl 2:S82-S90
One-minute whole-brain magnetization transfer ratio imaging with intrinsic B1 -correction.33349950 · Afshari, Roya, Santini, Francesco, Heule, Rahel et al.2021 · 3 citationsMagnetic resonance in medicine. 2021;85(5):2686-2695
A preclinical study of diffusion-weighted MRI contrast as an early indicator of thermal ablation.33174639 · Allen, Steven P, Prada, Francesco, Xu, Zhiyuan et al.2021 · 15 citationsMagnetic resonance in medicine. 2021;85(4):2145-2159
Brain Tumor Segmentation Using an Ensemble of 3D U-Nets and Overall Survival Prediction Using Radiomic Features.32322196 · Feng, Xue, Tustison, Nicholas J, Patel, Sohil H et al.2024 · 270 citationsFrontiers in computational neuroscience. 2020;14:25
Quantitative Relationships Between Individual Lower-Limb Muscle Volumes and Jump and Sprint Performances of Basketball Players.31703044 · Xie, Tianyuan, Crump, Katherine B, Ni, Renkun et al.2020 · 20 citationsJournal of strength and conditioning research. 2020;34(3):623-631
Novel acoustic coupling bath using magnetite nanoparticles for MR-guided transcranial focused ultrasound surgery.31605643 · Allen, Steven P, Steeves, Tom, Fergusson, Austin et al.2020 · 13 citationsMedical physics. 2019;46(12):5444-5453
Automatic segmentation of all lower limb muscles from high-resolution magnetic resonance imaging using a cascaded three-dimensional deep convolutional neural network.31903406 · Ni, Renkun, Meyer, Craig H, Blemker, Silvia S et al.2023 · 62 citationsJournal of medical imaging (Bellingham, Wash.). 2019;6(4):044009
Non-Cartesian slice-GRAPPA and slice-SPIRiT reconstruction methods for multiband spiral cardiac MRI.31565819 · Sun, Changyu, Yang, Yang, Cai, Xiaoying et al.2021 · 16 citationsMagnetic resonance in medicine. 2020;83(4):1235-1249
A Dynamic Magnetic Resonance Imaging-Based Method to Examine In Vivo Levator Veli Palatini Muscle Function During Speech.31390279 · Pelland, Catherine M, Feng, Xue, Borowitz, Kathleen C et al.2020 · 14 citationsJournal of speech, language, and hearing research : JSLHR. 2019;62(8):2713-2722
Deep convolutional neural network for segmentation of thoracic organs-at-risk using cropped 3D images.30830685 · Feng, Xue, Qing, Kun, Tustison, Nicholas J et al.2019 · 124 citationsMedical physics. 2019;46(5):2169-2180
Prostate Segmentation from 3D MRI Using a Two-Stage Model and Variable-Input Based Uncertainty Measure1903.02500v1 · Huitong Pan, Yushan Feng, Quan Chen et al.2019 · 14 citationsarXiv
Comprehensive Characterization of Cerebrovascular Dysfunction in Blast Traumatic Brain Injury Using Photoacoustic Microscopy.30501547 · Cao, Rui, Zhang, Chenchu, Mitkin, Vladimir V et al.2020 · 27 citationsJournal of neurotrauma. 2019;36(10):1526-1534
Effect of spiral undersampling patterns on FISP MRF parameter maps.30654162 · Körzdörfer, Gregor, Pfeuffer, Josef, Kluge, Thomas et al.2020 · 35 citationsMagnetic resonance imaging. 2019;62:174-180
A Self-Adaptive Network For Multiple Sclerosis Lesion Segmentation From Multi-Contrast MRI With Various Imaging Protocols1811.07491v1 · Yushan Feng, Huitong Pan, Craig Meyer et al.2018 · 4 citationsarXiv
Correcting image blur in spiral, retraced in/out (RIO) acquisitions using a maximized energy objective.30421451 · Allen, Steven P, Feng, Xue, Fielden, Samuel W et al.2020 · 8 citationsMagnetic resonance in medicine. 2019;81(3):1806-1817
Simultaneous B1 and T1 mapping using spiral multislice variable flip angle acquisitions for whole-brain coverage in less than one minute.30417936 · Heule, Rahel, Pfeuffer, Josef, Meyer, Craig H et al.2020 · 6 citationsMagnetic resonance in medicine. 2019;81(3):1876-1889
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge1811.02629v3 · Spyridon Bakas, Mauricio Reyes, Andras Jakab et al.2018 · 1,441 citationsarXivon Valency
Whole-heart spiral simultaneous multi-slice first-pass myocardial perfusion imaging.30311689 · Yang, Yang, Meyer, Craig H, Epstein, Frederick H et al.2019 · 42 citationsMagnetic resonance in medicine. 2019;81(2):852-862
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