Medical Imaging, Signal Processing,
Machine Learning, Artificial Intelligence
Ultrafast High Resolution MRI
Alzheimer's Disease, Dementia, Stroke, Cancer
Education
(Ph.D.) Biomedical Engineering (Signal Processing, Medical Imaging), Northwestern University
(M.S.) Mechanical Engineering (Fluid Dynamics), University of Michigan
(B.S.) Mechanical and Aerospace Engineering, Seoul National University
Experience
2022 ~: Professor, Department of Biomedical Engineering, Sungkyunkwan University
2015 ~ 2021: Associate Professor, Department of Biomedical Engineering, Sungkyunkwan University
2011 ~ 2015: Assistant, Associate Professor, Department of Brain and Cognitive Engineering, Korea University
2008 ~ 2011: Assistant Professor, Department of Radiology, Yonsei University
2005 ~ 2008: Senior Scientist, Siemens Medical Solution, Erlangen, Germany
(2023)
Robust unenhanced peripheral magnetic resonance angiography using single-slab 3D chemical-shift-encoded GRASE.
PHYSICS IN MEDICINE AND BIOLOGY.
68,
17
(2022)
FID-calibrated simultaneous multi-slice fast spin echo with long trains of hard pulses.
PHYSICS IN MEDICINE AND BIOLOGY.
67,
3
(2022)
Joint Reconstruction of Vascular Structure and Function Maps in Dynamic Contrast Enhanced MRI Using Vascular Heterogeneity Priors.
IEEE TRANSACTIONS ON MEDICAL IMAGING.
41,
1
(2021)
Assessing the reproducibility of high temporal and spatial resolution dynamic contrast-enhanced magnetic resonance imaging in patients with gliomas.
SCIENTIFIC REPORTS.
11,
1
(2021)
Global and local constrained parallel MRI reconstruction by exploiting dual sparsity and self-consistency.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL.
70,
(2021)
Single-shot pseudo-centric EPI for magnetization-prepared imaging.
MAGNETIC RESONANCE IN MEDICINE.
86,
5
(2021)
Rapid three-dimensional steady-state chemical exchange saturation transfer magnetic resonance imaging.
MAGNETIC RESONANCE IN MEDICINE.
85,
3
(2020)
Model-Based Chemical Exchange Saturation Transfer MRI for Robust z-Spectrum Analysis.
IEEE TRANSACTIONS ON MEDICAL IMAGING.
39,
2
(2020)
Model-Based High-Definition Dynamic Contrast Enhanced MRI for Concurrent Estimation of Perfusion and Microvascular Permeability.
MEDICAL IMAGE ANALYSIS.
59,
(2018)
Retrospective multi-phase non-contrast-enhanced magnetic resonance angiography (ROMANCE MRA) for robust angiogram separation in the presence of cardiac arrhythmia.
MAGNETIC RESONANCE IN MEDICINE.
80,
3
(2017)
SMS-HSL: Simultaneous multislice aliasing separation exploiting hankel subspace learning.
MAGNETIC RESONANCE IN MEDICINE.
78,
4
(2017)
Rapid Whole-Brain Gray Matter Imaging Using Single-Slab Three-Dimensional Dual-Echo Fast Spin Echo: A Feasibility Study.
MAGNETIC RESONANCE IN MEDICINE.
78,
5
(2017)
Rapid Chemical Shift Encoding With Single-Acquisition Single-Slab 3D GRASE.
MAGNETIC RESONANCE IN MEDICINE.
78,
5
(2016)
Dynamic Contrast-Enhanced MR Angiography Exploiting Subspace Projection for Robust Angiogram Separation.
IEEE TRANSACTIONS ON MEDICAL IMAGING.
36,
2
(2016)
Current-induced alternating reversed dual-echo-steady-state for joint estimation of tissue relaxation and electrical properties.
MAGNETIC RESONANCE IN MEDICINE.
78,
1
(2016)
Intracranial plaque enhancement from high resolution vessel wall magnetic resonance imaging predicts stroke recurrence.
INTERNATIONAL JOURNAL OF STROKE.
11,
2
(2015)
Alternating steady state free precession for estimation of current-induced magnetic flux density: A feasibility study.
MAGNETIC RESONANCE IN MEDICINE.
75,
5
Publications
(2021)
지능형정밀헬스케어공학개론.
성균관대출판부.
Lead author
Patent/Intellectual Property
후향적 무조영 자기공명혈관조영술.
10-2017-0085999.
20190826.
KOREA, REPUBLIC OF
무조영 자기공명혈관조영술.
10-2017-0084286.
20190307.
KOREA, REPUBLIC OF
다중대역 다중절편 고속영상복원기술.
10-2017-0066401.
20190122.
KOREA, REPUBLIC OF
자기공명영상장치 및 자기공명영상 생성방법.
10-2016-0158583.
20180419.
KOREA, REPUBLIC OF
화학 교환 포화 전이.
10-2016-0104873.
20180131.
KOREA, REPUBLIC OF
Conference Paper
(2022)
Functional Segmentation and Reconstruction for High-Definition DCE MRI Exploiting Vascular Heterogeneity priors.
국제자기공명의과학회.
UNITED STATES
(2022)
Self-Calibrating Aliasing-Controlled SimultaneousMulti-Slice MR Image Reconstruction fromGeneralized 3D Fourier Encoding Perspective.
International Society of Magnetic Resonance in Medicine.
UNITED STATES
(2022)
Vascular Heterogeneity Model-based Deep Learning Reconstruction for High-DefinitionDynamic Contrast Enhanced MRI.
International Society of Magnetic Resonance in Medicine.
UNITED KINGDOM
(2020)
High Definition DCE MRI.
International Conference of Magnetic Resonance Imaging.
KOREA, REPUBLIC OF
(2020)
Retrospective Multi-Phase Non-Contrast-Enhanced Magnetic Resonance Angiography:
ROMANCE MRA.
International conference of Magnetic Resonance Imaging.
KOREA, REPUBLIC OF
(2020)
Robust Simultaneous Multi-Slice MRI Exploiting Hankel Subspace Learning with Self-Calibration and Self-Referencing Magnitude Prior.
International Society of Magnetic Resonance inn Medicine.
UNITED STATES
(2020)
DCE MRI: Acquisition.
International Society of Magnetic Resonance in Medicine.
UNITED STATES
(2019)
Ultra-High Resolution Whole-Brain DCE MRI makes Significant Difference in Estimating Permeability Maps for Cancer Patients.
International Society of Magnetic Resonance in Medicine.
CANADA
(2018)
Accelerated SMS-FSE with Long Hard Pulse Trains and Spatially Invariant FID Suppression.
ISMRM.
FRANCE
(2018)
High SpatiotemporalResolution DCE MRA and Perfusion in a Single 4DAcquisition Exploiting KineticModel Based Signal Priors.
ISMrm.
FRANCE
(2018)
Highly Accelerated Multi-Contrast 3D Isotropic MRI in 5 Minutes: A Feasibility Study for Multiple Sclerosis.
ISMRM.
FRANCE
(2018)
Multi-Contrast 3D MR Image Reconstruction from Incomplete Measurements with Spatially Adaptive Priors.
ISMRM.
FRANCE
(2018)
Novel Tumor-Selective Dual-Contrast 3D MRI Toward Zero False-Positiveness in Brain Metastases: A Feasibility Study.
ISMRM.
FRANCE
(2018)
Retrospective Multi-Phase Non-Contrast-Enhanced Magnetic Resonance Angiography (ROMANCE MRA) for Robust Angiogram Separation in the Presence of Cardiac Arrhythmia.
ISMRM.
FRANCE
(2015)
Current-Controlled Alternating Reversed DESS MREIT for Joint Estimation of Tissue Relaxation and Electrical Properties.
International Society of Magnetic Resonance in Medicine.
UNITED STATES
(2015)
Dual Projected Background Nulling Compressed Sensing for Robust Separation of Dynamic Contrast-Enhanced Angiograms.
International Society of Magnetic Resonance in Medicine.
UNITED STATES
(2015)
Optimizing T1w-SPACE for intracranial arterial imaging.
International Society of Magnetic Resonance in Medicine.
CANADA
(2015)
Spiral-CEST Encoding with Spectral and Spatial B0 Correction.
International Society of Magnetic Resonance in Medicine.
CANADA
(2015)
k-t SPARKS: Dynamic Parallel MRI Exploiting Sparse Kalman Smoother.
International Society of Magnetic Resonance in Medicine.
UNITED STATES
