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Jinwei Zhang

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Weill Cornell Medicine

United States

Research Interests

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Recent Grants

Grant: Open

Quantitative Measurement of Acute and Chronic Lesion Activity in a Real-World Multisite Clinical MRI Dataset

Open Date: 2025-08-01

Close Date: 2027-07-01

Grant: Open

Unique White Matter Lesion Tracking Algorithm as a Community Resource for Neurological Disorders

Open Date: 2025-07-01

Close Date: 2027-06-01

Articles (19)

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Collaborators (10)

Yi Wang

Weill Cornell Medical College

UNITED STATES

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Lewis Becker

Professor of Medicine

Johns Hopkins University School of Medicine

UNITED STATES

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Pascal Spincemaille

Associate Professor of Physics Research in Radiology

Weill Cornell Medical College

UNITED STATES

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Junghun Cho

Assistant Professor

University at Buffalo - North Campus

UNITED STATES

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Eric Mallack

Kennedy Krieger Institute

UNITED STATES

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Richard Leigh

Associate Professor

Johns Hopkins University

UNITED STATES

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Mahniz Reza

Weill Cornell Medicine

UNITED STATES

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Mert Sabuncu

Professor of Electrical Engineering in Radiology

Cornell Tech

UNITED STATES

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Yihao Liu

Vanderbilt University

UNITED STATES

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Eddy Solomon

Assistant Professor

Weill Cornell Medicine

UNITED STATES

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Jinwei Zhang

Research Interests

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Recent Grants

Articles (19)

MSRepaint: Multiple Sclerosis Repaint with conditional denoising diffusion implicit model for bidirectional lesion filling and synthesis

UNISELF: A unified network with instance normalization and self-ensembled lesion fusion for multiple sclerosis lesion segmentation

Threshold Effects, Cognitive Decline, and Longitudinal Changes in White Matter Hyperintensity Volume

Evidence of Iron Accumulation in Cerebral Adrenoleukodystrophy: A Potential Novel Disease Mechanism

Encoder-Only Image Registration

Unsupervised Deformable Image Registration with Structural Nonparametric Smoothing

Technical Feasibility of Quantitative Susceptibility Mapping Radiomics for Predicting Deep Brain Stimulation Outcomes in Parkinson Disease

Spiral cardiac quantitative susceptibility mapping for differential cardiac chamber oxygenation—Initial validation in relation to invasive blood sampling

Navigator motion‐resolved MR fingerprinting using implicit neural representation: Feasibility for free‐breathing three‐dimensional whole‐liver multiparametric mapping

Bi-directional MS lesion filling and synthesis using denoising diffusion implicit model-based lesion repainting

Unique MS lesion identification from MRI

Multi-Echo Complex Quantitative Susceptibility Mapping and Quantitative Blood Oxygen Level-Dependent Magnitude (mcQSM + qBOLD or mcQQ) for Oxygen Extraction Fraction (OEF) Mapping

Towards an Accurate and Generalizable Multiple Sclerosis Lesion Segmentation Model Using Self-Ensembled Lesion Fusion

Harmonization-enriched domain adaptation with light fine-tuning for multiple sclerosis lesion segmentation

LARO: Learned acquisition and reconstruction optimization to accelerate quantitative susceptibility mapping

mcLARO: Multi‐contrast learned acquisition and reconstruction optimization for simultaneous quantitative multi‐parametric mapping

Spatially Covariant Lesion Segmentation

Quantitative susceptibility mapping using multi-channel convolutional neural networks with dipole-adaptive multi-frequency inputs

DeDA: Deep Directed Accumulator

Collaborators (10)

Yi Wang

Lewis Becker

Pascal Spincemaille

Junghun Cho

Eric Mallack

Richard Leigh

Mahniz Reza

Mert Sabuncu

Yihao Liu

Eddy Solomon

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