publications
2022
2021
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So you want to image myelin using MRI: an overview and practical guide for myelin water imagingJournal of Magnetic Resonance Imaging 2021
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Radiomics may increase the prognostic value for survival in glioblastoma patients when combined with conventional clinical and genetic prognostic modelsEuropean Radiology 2021
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Comparison of susceptibility-weighted imaging and susceptibility map-weighted imaging for the diagnosis of Parkinsonism with nigral hyperintensityEuropean Journal of Radiology 2021
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Fully Automatic Assessment of Background Parenchymal Enhancement on Breast MRI Using Machine-Learning ModelsJournal of Magnetic Resonance Imaging 2021
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Determining the Degree of Dopaminergic Denervation Based on the Loss of Nigral Hyperintensity on SMWI in ParkinsonismAmerican Journal of Neuroradiology 2021
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Automated assessment of the substantia nigra on susceptibility map-weighted imaging using deep convolutional neural networks for diagnosis of Idiopathic Parkinson’s diseaseParkinsonism & Related Disorders 2021
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Brain MRI radiomics analysis may predict poor psychomotor outcome in preterm neonatesEuropean Radiology 2021
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Development and validation of a radiomics model for differentiating bone islands and osteoblastic bone metastases at abdominal CTRadiology 2021
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Accelerated multicontrast reconstruction for synthetic MRI using joint parallel imaging and variable splitting networksMedical Physics 2021
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Imaging the substantia nigra in Parkinson disease and other Parkinsonian syndromesRadiology 2021
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Paradoxical paramagnetic calcifications in the globus pallidus: An ex vivo MR investigation and histological validation studyNMR in Biomedicine 2021
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Quad-Contrast Imaging: Simultaneous Acquisition of Four Contrast-Weighted Images (PD-Weighted, T₂-Weighted, PD-FLAIR and T₂-FLAIR Images) With Synthetic T₁-Weighted Image, T₁-and T₂-MapsIEEE Transactions on Medical Imaging 2021
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Radiomics of diffusion-weighted MRI compared to conventional measurement of apparent diffusion-coefficient for differentiation between benign and malignant soft tissue tumorsScientific Reports 2021
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Convolutional Neural Network-Based Automatic Segmentation of Substantia Nigra on Nigrosome and Neuromelanin Sensitive MR ImagesInvestigative Magnetic Resonance Imaging 2021
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χ-separation: Magnetic susceptibility source separation toward iron and myelin mapping in the brainNeuroImage 2021
2020
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Exploring linearity of deep neural network trained QSM: QSMnet+NeuroImage 2020
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Estimating age-related changes in in vivo cerebral magnetic resonance angiography using convolutional neural networkNeurobiology of Aging 2020
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Stenosis Detection From Time-of-Flight Magnetic Resonance Angiography via Deep Learning 3D Squeeze and Excitation Residual NetworksIEEE Access 2020
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IDH1 mutation prediction using MR-based radiomics in glioblastoma: comparison between manual and fully automated deep learning-based approach of tumor segmentationEuropean journal of radiology 2020
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Convolutional-neural-network-based diagnosis of appendicitis via CT scans in patients with acute abdominal pain presenting in the emergency departmentScientific Reports 2020
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MRI and quantitative magnetic susceptibility maps of the brain after serial administration of gadobutrol: a longitudinal follow-up studyRadiology 2020
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MRI-visible dilated perivascular spaces in healthy young adults: A twin heritability studyHuman brain mapping 2020
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Paramagnetic Rims in Multiple Sclerosis and Neuromyelitis Optica Spectrum Disorder: A Quantitative Susceptibility Mapping Study with 3-T MRIJournal of Clinical Neurology (Seoul, Korea) 2020
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Prediction of Human Papillomavirus Status and Overall Survival in Patients with Untreated Oropharyngeal Squamous Cell Carcinoma: Development and Validation of CT-Based RadiomicsAmerican Journal of Neuroradiology 2020
2019
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Improvement of reproducibility in quantitative susceptibility mapping (QSM) and transverse relaxation rates () after physiological noise correctionJournal of Magnetic Resonance Imaging 2019
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Echo time-range effects on gradient-echo based myelin water fraction mapping at 3TMagnetic resonance in medicine 2019
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Advances in gradient echo myelin water imaging at 3T and 7TNeuroImage 2019
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Initial diagnostic workup of parkinsonism: Dopamine transporter positron emission tomography versus susceptibility map-weighted imaging at 3TParkinsonism & related disorders 2019
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Seed-based resting-state functional MRI for presurgical localization of the motor cortex: a task-based functional MRI-determined seed versus an anatomy-determined seedKorean journal of radiology 2019
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Relationship between Abnormal Hyperintensity on T2-Weighted Images Around Developmental Venous Anomalies and Magnetic Susceptibility of Their Collecting Veins: In-Vivo Quantitative Susceptibility Mapping StudyKorean journal of radiology 2019
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Data-driven synthetic MRI FLAIR artifact correction via deep neural networkJournal of Magnetic Resonance Imaging 2019
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Synthesizing T1 weighted MPRAGE image from multi echo GRE images via deep neural networkMagnetic Resonance Imaging 2019
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Prognostic value of phase information of 2D T2*-weighted gradient echo brain imaging in cardiac arrest survivors: A preliminary studyResuscitation 2019
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Analysis of peritumoral hyperintensity on pre-operative T2-weighted MR images in glioblastoma: Additive prognostic value of Minkowski functionalsPloS one 2019
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Analysis of apparent diffusion coefficients of the brain in healthy controls: a comparison study between single-shot echo-planar imaging and read-out-segmented echo-planar imagingKorean Journal of Radiology 2019
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Analysis of heterogeneity of peritumoral T2 hyperintensity in patients with pretreatment glioblastoma: Prognostic value of MRI-based radiomicsEuropean journal of radiology 2019