Grace Y. Lee

Seoul, Republic of Korea

Last Updated: 09/26/2026

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Found 10 publications

Substantia Nigra Susceptibility-To-Volume Ratio Derived From QSM as a Marker for Discrimination of Progressive Supranuclear Palsy From Parkinson's Disease and Multiple System Atrophy.

Substantia Nigra Susceptibility-To-Volume Ratio Derived From QSM as a Marker for Discrimination of Progressive Supranuclear Palsy From Parkinson's Disease and Multiple System Atrophy.

Journal: Journal of magnetic resonance imaging : JMRI

Published: April 29, 2026

Paired regional complementarity in diffusion MRI reveals disease-specific microstructural profiles in PD, MSA, and PSP: a feasibility study.

Paired regional complementarity in diffusion MRI reveals disease-specific microstructural profiles in PD, MSA, and PSP: a feasibility study.

Journal: Scientific reports

Published: August 11, 2025

Enhancing 3D dopamine transporter imaging as a biomarker for Parkinson's disease via self-supervised learning with diffusion models.

Enhancing 3D dopamine transporter imaging as a biomarker for Parkinson's disease via self-supervised learning with diffusion models.

Journal: Cell reports. Medicine

Published: January 10, 2025

Baseline [18F]FP-CIT PET-based deep learning prediction of levodopa-induced dyskinesia in Parkinson's disease.

Baseline [18F]FP-CIT PET-based deep learning prediction of levodopa-induced dyskinesia in Parkinson's disease.

Journal: NPJ Parkinson's disease

Published: January 06, 2025

Machine Learning-Based Prediction of Delayed Neurologic Sequelae in Carbon Monoxide Poisoning Using Automatically Extracted MR Imaging Features.

Machine Learning-Based Prediction of Delayed Neurologic Sequelae in Carbon Monoxide Poisoning Using Automatically Extracted MR Imaging Features.

Journal: AJNR. American journal of neuroradiology

Published: November 22, 2024

Deep Learning Analysis of White Matter Hyperintensity and its Association with Comprehensive Vascular Factors in Two Large General Populations.

Deep Learning Analysis of White Matter Hyperintensity and its Association with Comprehensive Vascular Factors in Two Large General Populations.

Journal: Journal of imaging informatics in medicine

Published: August 27, 2024

Medication versus globus pallidus internus deep brain stimulation in Parkinson's disease with deep learning video analysis of finger tapping.

Medication versus globus pallidus internus deep brain stimulation in Parkinson's disease with deep learning video analysis of finger tapping.

Journal: Scientific reports

Published: August 14, 2024

Automated Quantification of Cerebral Microbleeds in SWI: Association with Vascular Risk Factors, White Matter Hyperintensity Burden, and Cognitive Function.

Automated Quantification of Cerebral Microbleeds in SWI: Association with Vascular Risk Factors, White Matter Hyperintensity Burden, and Cognitive Function.

Journal: AJNR. American journal of neuroradiology

Published: June 26, 2024

Robust Ensemble of Two Different Multimodal Approaches to Segment 3D Ischemic Stroke Segmentation Using Brain Tumor Representation Among Multiple Center Datasets.

Robust Ensemble of Two Different Multimodal Approaches to Segment 3D Ischemic Stroke Segmentation Using Brain Tumor Representation Among Multiple Center Datasets.

Journal: Journal of imaging informatics in medicine

Published: December 23, 2023

Overcoming the Challenges in the Development and Implementation of Artificial Intelligence in Radiology: A Comprehensive Review of Solutions Beyond Supervised Learning.

Overcoming the Challenges in the Development and Implementation of Artificial Intelligence in Radiology: A Comprehensive Review of Solutions Beyond Supervised Learning.

Journal: Korean journal of radiology

Published: April 27, 2023

Showing 1-10 of 10

Last Updated: 09/26/2026