DL
Debiao Li
Magnetic Resonance ImagingContrast MediaMagnetic Resonance Angiographymagnetic resonance imagingImaging, Three-DimensionalAlgorithmsArtifactsdeep learningMRIDeep Learning
On Valency
published · living versionsW_8sycs3mj·v1 · currentpublished
SideAge-RiskNet: Predicted Mammographic-Age Features for Future Breast Cancer Risk and Laterality Prediction
with Haoyan Ding, Encheng Su, Chaowei Wu, Lixia Wang +4
1 version
W_vjun3dt7·v1published
Preprints & journals
422 papers in the corpus · 1994–2026BioPathfinder: Evidence-guided multi-agent platform enables hypothesis discovery for CAR-T engineering.42619779 · Wang, Shubing, Li, Yan-Ruide, Wang, Qian et al.2026 · 1 citationbioRxiv : the preprint server for biology. 2026
Refined liver MRI-derived cT1 thresholds capturing hepatic fat fraction enhance mortality risk prediction.42309239 · Kwak, Minsun, Attia, Abdelrahman M, Rezaee-Zavareh, Mohammad Saeid et al.2026 · 0 citationsJHEP reports : innovation in hepatology. 2026;8(9):101927
Optimization of Image Quality for Quantitative Multicontrast Atherosclerosis Characterization (qMATCH): Comparison between Transverse and Coronal Acquisitions.41397891 · Hsu, Yin-Chen, Lu, Meng, Llanes, Aaron et al.2026 · 0 citationsAJNR. American journal of neuroradiology. 2026;47(6):1657-1663
The "Brain's Traffic Map" Reveals Neural Pathways Linked to Coronary Microvascular Dysfunction in Women.42348298 · Has Silemek, Arzu C, Wertheimer, Jeffrey C, Wei, Janet et al.2026 · 0 citationsBrain and behavior. 2026;16(6):e71559
A 20-minute, free-running, whole-heart cardiac MRI to image myocardial injury following reperfused myocardial infarction: demonstration in a large animal model.42027600 · Zhang, Xinheng, Yang, Hsin-Jung, Huang, Yuheng et al.2026 · 0 citationsRadiology advances. 2026;3(2):umag009
Quantifying myocardial oxygen consumption and efficiency with motion-resolved cardiac MRI.41880521 · Huang, Li-Ting, Yang, Chia-Chi, Wang, Guan et al.2026 · 0 citationsScience translational medicine. 2026;18(842):eady6269
Let Distortion Guide Restoration (DGR): A physics-informed learning framework for Prostate Diffusion MRI2601.00226v2 · Ziyang Long, Binesh Nader, Lixia Wang et al.2026 · 0 citationsarXiv
Clinical characteristics and multimodal imaging insights of coronary involvement in immunoglobulin G4-related disease.41425560 · Wang, Guan, Du, Yaqi, Bai, Yun et al.2025 · 3 citationsFrontiers in immunology. 2025;16:1685508
A Porcine Model of Intervertebral Disc Injury Recapitulates Human Discogenic Pain via Notochordal Cell Loss and Pain-inducing Nucleus Pulposus Cell Emergence.41394729 · Kaneda, Giselle, Wechsler, Jacob T, Chavez, Melissa et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2025
Predictive value of plaque features quantified by coronary CT angiography for periprocedural myocardial infarction in Non-ST-Segment elevation acute coronary syndrome.41233700 · Lu, Zhong-Fei, Cao, Yijun, Abrol, Sameer et al.2025 · 0 citationsThe international journal of cardiovascular imaging. 2025;41(12):2469-2479
Comprehensive echocardiogram evaluation with view primed vision language AI.41219498 · Vukadinovic, Milos, Chiu, I-Min, Tang, Xiu et al.2026 · 55 citationsNature. 2026;650(8103):970-977
What a pain in the back: etiology, diagnosis and future treatment directions for discogenic low back pain.41120264 · Kaneda, Giselle, Zila, Lea, Wechsler, Jacob T et al.2025 · 34 citationsBone research. 2025;13(1):89
All-in-One Cardiac MRI: Unified Non-Contrast-enhanced and Contrast-enhanced Imaging for a Continuous-Acquisition Examination.40996331 · Mao, Xianglun, Chen, Zihao, Hu, Zheyuan et al.2025 · 2 citationsRadiology. Cardiothoracic imaging. 2025;7(5):e240383
Optimizing MPRAGE for enhanced blood suppression and intraplaque hemorrhage detection in carotid artery imaging.41038363 · Kim, Seong-Eun, Roberts, John A, Hadley, J Rock et al.2025 · 0 citationsMagnetic resonance imaging. 2025;124:110531
Prediction of Early Neoadjuvant Chemotherapy Response of Breast Cancer through Deep Learning-based Pharmacokinetic Quantification of DCE MRI.40631989 · Wu, Chaowei, Wang, Lixia, Wang, Nan et al.2025 · 5 citationsRadiology. Artificial intelligence. 2025;7(5):e240769
Accelerated 3D qCEST of the Spine in a Porcine Model Using MR Multitasking at 3T.40817426 · Cheema, Karandeep, De Righi, Dante Rigo, Shen, Chushu et al.2025 · 4 citationsNMR in biomedicine. 2025;38(9):e70122
Multiparametric Dynamic Contrast Imaging for Voxelwise Quantitative Assessment of Brain Tumors.41002286 · Chen, Yang, Xiao, Jiayu, Cen, Steven et al.2025 · 3 citationsRadiology. Imaging cancer. 2025;7(5):e250049
Prediction of Immunotherapy Response in Hepatocellular Carcinoma Patients Using Pretreatment CT Images.40870941 · Min, Ji Hye, Chen, Pin-Jung, Qureshi, Touseef Ahmad et al.2025 · 6 citationsDiagnostics (Basel, Switzerland). 2025;15(16)
Enhancing cardiac MRI reliability at 3 T using motion-adaptive B0 shimming.40810283 · Huang, Yuheng, Malagi, Archana Vadiraj, Li, Xinqi et al.2025 · 3 citationsMagnetic resonance in medicine. 2026;95(1):112-124
Improved Myocardial Tissue Characterization Using Delayed-Phase Dynamic Contrast-enhanced Cardiac MRI.40874838 · Huang, Li-Ting, Zhang, Xinheng, Li, Xinqi et al.2025 · 1 citationRadiology. Cardiothoracic imaging. 2025;7(4):e240393
Early Detection of Pancreatic Cancer: Current Advances and Future Opportunities.40722803 · Lin, Zijin, Adeniran, Esther A, Cai, Yanna et al.2025 · 31 citationsBiomedicines. 2025;13(7)
Accelerating CEST MRI With Deep Learning-Based Frequency Selection and Parameter Estimation.40396230 · Shen, Chushu, Cheema, Karandeep, Xie, Yibin et al.2025 · 9 citationsNMR in biomedicine. 2025;38(7):e70068
Deep Learning with Domain Randomization in Image and Feature Spaces for Abdominal Multiorgan Segmentation on CT and MRI Scans.40396895 · Shi, Yu, Wang, Lixia, Qureshi, Touseef Ahmad et al.2025 · 9 citationsRadiology. Artificial intelligence. 2025;7(4):e240586
Hybrid strategy of coronary atherosclerosis characterization with T1-weighted MRI and CT angiography to non-invasively predict periprocedural myocardial injury.40241659 · Matsumoto, Hidenari, Higuchi, Satoshi, Li, Debiao et al.2025 · 5 citationsEuropean heart journal. Cardiovascular Imaging. 2025;26(7):1152-1159
Predicting Pancreatic Ductal Adenocarcinoma Occurrence Up to 10 Years in Advance Using Features of the Main Pancreatic Duct in Pre-Diagnostic CT Scans.40507365 · Wang, Lixia, Shi, Yu, Qureshi, Touseef Ahmad et al.2026 · 4 citationsCancers. 2025;17(11)
Using Deep Learning to Predict Cardiovascular Magnetic Resonance Findings From Echocardiographic Videos.40451472 · Sahashi, Yuki, Vukadinovic, Milos, Duffy, Grant et al.2025 · 6 citationsJournal of the American Society of Echocardiography : official publication of the American Society of Echocardiography. 2025;38(9):807-815
Improving fat saturation robustness in outer extremity MRI with a local shim coil insert.40106770 · Long, Ziyang, Yang, Hsin-Jung, Binesh, Nader et al.2025 · 5 citationsMagnetic resonance in medicine. 2025;94(1):401-413
Repeatability-encouraging self-supervised learning reconstruction for quantitative MRI.40014485 · Chen, Zihao, Hu, Zheyuan, Xie, Yibin et al.2025 · 4 citationsMagnetic resonance in medicine. 2025;94(2):797-809
Retrospectively Quantified T2 Improves Detection of Clinically Significant Peripheral Zone Prostate Cancer.39941750 · Sun, Haoran, Wang, Lixia, Daskivich, Timothy et al.2025 · 3 citationsCancers. 2025;17(3)
Generalizable, sequence-invariant deep learning image reconstruction for subspace-constrained quantitative MRI.39834093 · Hu, Zheyuan, Chen, Zihao, Cao, Tianle et al.2025 · 3 citationsMagnetic resonance in medicine. 2025;94(1):89-104
Ferumoxytol-enhanced cardiovascular magnetic resonance imaging: applications and technical advances.41161572 · Nguyen, Kim-Lien, Loke, Yue-Hin, Li, Jennifer M et al.2025 · 10 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2025;27(2):101980
AI-luminating Artificial Intelligence in Inflammatory Bowel Diseases: A Narrative Review on the Role of AI in Endoscopy, Histology, and Imaging for IBD.38452040 · Gu, Phillip, Mendonca, Oreen, Carter, Dan et al.2024 · 26 citationsInflammatory bowel diseases. 2024;30(12):2467-2485
Accurate Intramyocardial Hemorrhage Assessment with Fast, Free-running, Cardiac Quantitative Susceptibility Mapping.39665631 · Huang, Yuheng, Guan, Xingmin, Zhang, Xinheng et al.2024 · 7 citationsRadiology. Cardiothoracic imaging. 2024;6(6):e230376
An insight to PDAC tumor heterogeneity across pancreatic subregions using computed tomography images.39600638 · Javed, Sehrish, Qureshi, Touseef Ahmad, Wang, Lixia et al.2025 · 7 citationsFrontiers in oncology. 2024;14:1378691
Multiparametric quantitative MRI of healthy adult pancreas: correlations with gender and age.41822702 · Wang, Lixia, Liang, Lu, Zhang, Jiyang et al.2026 · 2 citationsFrontiers in gastroenterology (Lausanne, Switzerland). 2024;3:1426687
EchoPrime: A Multi-Video View-Informed Vision-Language Model for Comprehensive Echocardiography Interpretation2410.09704v1 · Milos Vukadinovic, Xiu Tang, Neal Yuan et al.2024 · 14 citationsarXiv
Accelerated CEST imaging through deep learning quantification from reduced frequency offsets.39270056 · Cheema, Karandeep, Han, Pei, Lee, Hsu-Lei et al.2024 · 9 citationsMagnetic resonance in medicine. 2025;93(1):301-310
Incremental Prognostic Value of Coronary Hyper-intensity Plaque on Non-contrast Cardiac Magnetic Resonance with Global Longitudinal Strain for Major Adverse Cardiac Events in Patients with Acute Coronary Syndrome.39191566 · Sun, Yumeng, Liu, Wen, Xu, Haiyang et al.2025 · 1 citationAcademic radiology. 2025;32(1):102-111
Abdominal MR Multitasking for radiotherapy treatment planning: A motion-resolved and multicontrast 3D imaging approach.39171431 · Chen, Junzhou, Christodoulou, Anthony G, Han, Pei et al.2024 · 6 citationsMagnetic resonance in medicine. 2025;93(1):108-120
Clinical and genetic associations of asymmetric apical and septal left ventricular hypertrophy.39318696 · Yuan, Victoria, Vukadinovic, Milos, Kwan, Alan C et al.2025 · 7 citationsEuropean heart journal. Digital health. 2024;5(5):591-600
Coronary Plaque Characterization with T1-weighted MRI and Near-Infrared Spectroscopy to Predict Periprocedural Myocardial Injury.39145734 · Isodono, Koji, Matsumoto, Hidenari, Li, Debiao et al.2024 · 0 citationsRadiology. Cardiothoracic imaging. 2024;6(4):e230339
Physics-guided self-supervised learning for retrospective T1 and T2 mapping from conventional weighted brain MRI: Technical developments and initial validation in glioblastoma.39014982 · Qiu, Shihan, Wang, Lixia, Sati, Pascal et al.2024 · 4 citationsMagnetic resonance in medicine. 2024;92(6):2683-2695
Alternating low-rank tensor reconstruction for improved multiparametric mapping with cardiovascular MR Multitasking.38726884 · Cao, Tianle, Hu, Zheyuan, Mao, Xianglun et al.2024 · 6 citationsMagnetic resonance in medicine. 2024;92(4):1421-1439
Using Deep learning to Predict Cardiovascular Magnetic Resonance Findings from Echocardiography Videos.38699330 · Sahashi, Yuki, Vukadinovic, Milos, Duffy, Grant et al.2026 · 2 citationsmedRxiv : the preprint server for health sciences. 2024
High-resolution Diffusion-weighted Imaging to Detect Changes in Tumor Size and ADC, and Predict Adverse Biopsy Histology during Prostate Cancer Active Surveillance.38497678 · Saouaf, Rola, Xie, Yibin, Kim, Sungjin et al.2024 · 0 citationsCancer research communications. 2024;4(3):938-945
Enhancing Whole-Brain Magnetic Field Homogeneity for 3D-Magnetic Resonance Spectroscopic Imaging with a Novel Unified Coil: A Preliminary Study.38539565 · Malagi, Archana Vadiraj, Li, Xinqi, Zhang, Na et al.2025 · 2 citationsCancers. 2024;16(6)
The Disproportionate Rise in Pancreatic Cancer in Younger Women Is Due to a Rise in Adenocarcinoma and Not Neuroendocrine Tumors: A Nationwide Time-Trend Analysis Using 2001-2018 United States Cancer Statistics Databases.38473332 · Jiang, Yi, Abboud, Yazan, Liang, Jeff et al.2024 · 13 citationsCancers. 2024;16(5)
Artificial intelligence in liver cancer research: a scientometrics analysis of trends and topics.38482208 · Rezaee-Zavareh, Mohammad Saeid, Kim, Naomy, Yeo, Yee Hui et al.2024 · 6 citationsFrontiers in oncology. 2024;14:1355454
Rapid three-dimensional quantification of high-intensity plaques from coronary atherosclerosis T1-weighted characterization to predict periprocedural myocardial injury.38237903 · Nakazawa, Motoki, Matsumoto, Hidenari, Li, Debiao et al.2024 · 4 citationsJournal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2024;26(1):100999
Non-electrocardiogram-gated, free-breathing, off-resonance reduced, high-resolution, whole-heart myocardial T2 * mapping at 3 T within 5 min.38174593 · Guan, Xingmin, Yang, Hsin-Jung, Zhang, Xinheng et al.2024 · 8 citationsMagnetic resonance in medicine. 2024;91(5):1936-1950
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