HC
Hersh Chandarana
Magnetic Resonance ImagingMRIDeep LearningProstatic NeoplasmsContrast Mediadeep learningDiffusion Magnetic Resonance ImagingImage Interpretation, Computer-AssistedRespirationcompressed sensing
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
206 papers in the corpus · 2002–2026Detection of extraprostatic extension of prostate cancer by transfer learning AI models versus radiologists on biparametric and multiparametric MRI.42926655 · Tong, Angela, Daniels, Alexander, Ginocchio, Luke et al.2026 · 0 citationsResearch square. 2026
Distortion-Free High-Resolution PROPELLER-DWI: Technical Advances and Initial Demonstration for the Prostate2610.05426v1 · Jingjia Chen, Kun Zhou, Haoyang Pei et al.2026 · 0 citationsarXiv
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
Free-Breathing PDFF and R2* Quantification at 0.55T: Reduced Respiratory Motion Sensitivity and a Time-Resolved 4D MRI Approach2609.23240v1 · Jeffery Wong, Jingjia Chen, Ding Xia et al.2026 · 0 citationsarXiv
Incidental findings during pancreatic cyst surveillance: clinical relevance and implications for MRI protocol design.42517903 · Liu, Timothy, Shen, Yiqiu, Chandarana, Hersh et al.2026 · 0 citationsAbdominal radiology (New York). 2026
Hybrid learning: a combination of self-supervised and supervised learning for joint MRI reconstruction and denoising in low-field MRI.42248205 · Pei, Haoyang, Janjušević, Nikola, Luo, Renqing et al.2026 · 0 citationsPhysics in medicine and biology. 2026;71(12)
Respiratory Motion Management in Abdominal MRI: Revisiting the Gap Between Technical Advances and Clinical Translation.42289848 · Feng, Li, Chandarana, Hersh2026 · 2 citationsMagnetic resonance in medicine. 2026;96(4):1814-1833
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
GRASP MRI: A Decade of Innovation from Bench to Bedside2605.24815v1 · Li Feng, Kai Tobias Block, Hersh Chandarana et al.2026 · 0 citationsarXiv
Software-defined Radar for MRI Motion Correction: A versatile, vendor-independent Platform.42238475 · Maier, Christoph, Solomon, Eddy, Verghese, George et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2026
Correction of Respiratory Motion in Free-Breathing DCE-MRI Using a Pilot-Tone Coil.41896024 · Zi, Ruoxun, Bacher, Mario, Speier, Peter et al.2026 · 2 citationsNMR in biomedicine. 2026;39(5):e70278
Cardiac-Gated Diffusion-Weighted Magnetic Resonance Imaging Assessment of Kidney Function in Patients With Kidney Cancer.42011302 · Gilani, Nima, Jeet, Nalini, Huang, William C et al.2026 · 1 citationKidney international reports. 2026;11(5):106471
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)
Guest Editor Foreword on Mid and Low-Field MR Imaging Systems.41766392 · Ginocchio, Luke, Chandarana, Hersh2026 · 0 citationsJournal of computer assisted tomography. 2026;50(5)
Respiratory Motion Management in Abdominal MRI: Revisiting the Gap Between Technical Advances and Clinical Translation.41810025 · Feng, Li, Chandarana, Hersh2026 · 0 citationsArXiv. 2026
Free-Breathing Hybrid Technique for Simultaneous Morphological and Quantitative Abdominal Imaging at 0.55 T.40511639 · B Keerthivasan, Mahesh, Bruno, Mary, Solomon, Eddy et al.2026 · 1 citationInvestigative radiology. 2026;61(2):111-120
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
Self-Supervised Joint Reconstruction and Denoising of T2-Weighted PROPELLER MRI of the Lung at 0.55T.41387224 · Chen, Jingjia, Pei, Haoyang, Maier, Christoph et al.2026 · 3 citationsMagnetic resonance in medicine. 2026;95(5):2930-2946
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
Motion and Flow Robust Free-Breathing Diffusion Kurtosis Imaging of the Kidney.41199578 · Gilani, Nima, Kumbella, Malika, Bruno, Mary et al.2025 · 3 citationsNMR in biomedicine. 2025;38(12):e70168
Feasibility of deep learning-accelerated HASTE-FS for pancreatic cystic lesion surveillance: comparison with conventional HASTE and MRCP.41251737 · Le, Linda, Ginocchio, Luke A, Kim, Sooah et al.2026 · 1 citationAbdominal radiology (New York). 2026;51(6):2870-2878
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
Self-Supervised Noise Adaptive MRI Denoising via Repetition to Repetition (Rep2Rep) Learning.41208014 · Janjušević, Nikola, Chen, Jingjia, Ginocchio, Luke et al.2025 · 8 citationsMagnetic resonance in medicine. 2026;95(3):1619-1633
Development and Deployment of a Machine Learning Model to Triage the Use of Prostate MRI (ProMT-ML) in Patients With Suspected Prostate Cancer.41186967 · Persily, Jesse, Chandarana, Hersh, Tong, Angela et al.2026 · 3 citationsJournal of magnetic resonance imaging : JMRI. 2026;63(3):698-708
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
External evaluation of an open-source deep learning model for prostate cancer detection on bi-parametric MRI.40753327 · Johnson, Patricia M, Tong, Angela, Ginocchio, Luke et al.2026 · 2 citationsEuropean radiology. 2026;36(2):1084-1092
Applications of artificial intelligence in abdominal imaging.40418375 · Gupta, Amit, Rajamohan, Naveen, Bansal, Bhavik et al.2025 · 6 citationsAbdominal radiology (New York). 2025;50(12):6172-6191
Deep Learning-accelerated MRI in Body and Chest.40360272 · Rajamohan, Naveen, Bagga, Barun, Bansal, Bhavik et al.2025 · 5 citationsJournal of computer assisted tomography. 2025;49(4):531-544
Hybrid Learning: A Novel Combination of Self-Supervised and Supervised Learning for Joint MRI Reconstruction and Denoising in Low-Field MRI2505.05703v2 · Haoyang Pei, Nikola Janjuvsevic, Renqing Luo et al.2025 · 0 citationsarXiv
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
Accelerated Abdominal MRI: A Review of Current Methods and Applications.40103292 · Feng, Li, Chandarana, Hersh2025 · 21 citationsJournal of magnetic resonance imaging : JMRI. 2025;62(3):654-672
Low-field MRI lung opacity severity associated with decreased DLCO in post-acute Covid-19 patients.39383681 · Azour, Lea, Segal, Leopoldo N, Condos, Rany et al.2024 · 3 citationsClinical imaging. 2024;115:110307
DCE-MRI of the liver with sub-second temporal resolution using GRASP-Pro with navi-stack-of-stars sampling.39323100 · Chen, Jingjia, Huang, Chenchan, Shanbhogue, Krishna et al.2024 · 12 citationsNMR in biomedicine. 2024;37(12):e5262
Accelerated T2-weighted MRI of the Bowel at 3T Using a Single-shot Technique with Deep Learning-based Image Reconstruction: Impact on Image Quality and Disease Detection.39198137 · Dane, Bari, Bagga, Barun, Bansal, Bhavik et al.2025 · 6 citationsAcademic radiology. 2025;32(1):210-217
Free-breathing time-resolved 4D MRI with improved T1-weighting contrast.39183645 · Chen, Jingjia, Xia, Ding, Huang, Chenchan et al.2024 · 2 citationsNMR in biomedicine. 2024;37(12):e5247
AI-powered Diagnostics: Transforming Prostate Cancer Diagnosis with MRI.39105644 · Johnson, Patricia M, Chandarana, Hersh2024 · 4 citationsRadiology. 2024;312(2):e241009
Fat suppression using frequency-sweep RF saturation and iterative reconstruction.38888139 · Zi, Ruoxun, Benkert, Thomas, Chandarana, Hersh et al.2024 · 1 citationMagnetic resonance in medicine. 2024;92(5):1995-2006
Imaging of Cirrhosis and Hepatocellular Carcinoma: Current Evidence.39393847 · Shanbhogue, Krishna, Chandarana, Hersh2024 · 1 citationRadiologic clinics of North America. 2024;62(6):1013-1023
Accelerated Diffusion-Weighted Magnetic Resonance Imaging of the Liver at 1.5 T With Deep Learning-Based Image Reconstruction: Impact on Image Quality and Lesion Detection.38722777 · Ginocchio, Luke A, Jaglan, Sonam, Tong, Angela et al.2024 · 7 citationsJournal of computer assisted tomography. 2024;48(6):853-858
Spatial profiling of in vivo diffusion-weighted MRI parameters in the healthy human kidney.38703246 · Gilani, Nima, Mikheev, Artem, Brinkmann, Inge M et al.2024 · 12 citationsMagma (New York, N.Y.). 2024;37(4):671-680
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
The Pancreatic Cancer Early Detection (PRECEDE) Study is a Global Effort to Drive Early Detection: Baseline Imaging Findings in High-Risk Individuals.38626807 · Zogopoulos, George, Haimi, Ido, Sanoba, Shenin A et al.2024 · 30 citationsJournal of the National Comprehensive Cancer Network : JNCCN. 2024;22(3):158-166
Quantitative Characterization of Respiratory Patterns on Dynamic Higher Temporal Resolution MRI to Stratify Postacute Covid-19 Patients by Cardiopulmonary Symptom Burden.38485244 · Azour, Lea, Rusinek, Henry, Mikheev, Artem et al.2024 · 5 citationsJournal of magnetic resonance imaging : JMRI. 2024;60(6):2459-2469
Low Field MRI Surveillance 6-24 Months Post-acute COVID-19 Pneumonia: Factors Influencing Severity and Evolution of Lung Opacities.38443207 · Azour, Lea, Chandarana, Hersh, Maier, Christoph et al.2024 · 4 citationsAcademic radiology. 2024;31(8):3438-3445
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
The Role of Proton MRI to Evaluate Patient Pathophysiology in Severe Asthma.38166342 · Moore, William H, Chandarana, Hersh2024 · 1 citationRadiology. Cardiothoracic imaging. 2023;5(6):e230372
Feasibility of Accelerated Prostate Diffusion-Weighted Imaging on 0.55 T MRI Enabled With Random Matrix Theory Denoising.37222526 · Lemberskiy, Gregory, Chandarana, Hersh, Bruno, Mary et al.2023 · 13 citationsInvestigative radiology. 2023;58(10):720-729
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
Pancreatic Cystic Lesions: Next Generation of Radiologic Assessment.37245934 · Huang, Chenchan, Chopra, Sumit, Bolan, Candice W et al.2023 · 6 citationsGastrointestinal endoscopy clinics of North America. 2023;33(3):533-546
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