EWHA, THE FUTURE WE CREATE

EWHA Portal

Ewha W.UEwha W.U

Open Search
Search
Open Mobile Menu

Ewha W.U

Search
nav bar
 
Ewha University
홈 바로가기

HOKMA College of General Education

Taehoon Shin Professor

Department of Mechanical and Biomedical Engineering/

신태훈 프로필 사진 
Professor Taehoon Shin obtained interdisciplinary academic background and research experience through undergraduate study in mechanical engineering, PhD research in electrical engineering and faculty career in radiology department at University of Maryland. Professor Shin’s research focus has been deep learning based diagnosis of human diseases, prediction of clinical outcomes and medical image reconstruction as well as development of the state-of-the-art MRI techniques.  
Research Lab URL: https://mil.ewha.ac.kr
  • Research Cooperation Building #356
  • 02-3277-6534
  • Research Interests
    • Deep learning, Machine learning, Medical image reconstruction, MRI, signal processing
Research Record
  • Effects of Tissue Relaxation, Eddy currents, and Acceleration on Velocity-Selective Preparation Pulses JOURNAL OF MAGNETICS, 2023, v.28 no.1, 49-55
    SCIE Scopus KCI dColl.
  • Spatially and velocity-selective magnetization preparation for noncontrast-enhanced peripheral MR angiography NMR in Biomedicine, 2023, v.36 no.7, e4901
    SCIE Scopus dColl.
  • Velocity-selective excitation: Principles and applications NMR in Biomedicine, 2023, v.36 no.2, e4820
    SCIE Scopus dColl.
  • Whole-Neck Non-Contrast-Enhanced MR Angiography Using Velocity Selective Magnetization Preparation TOMOGRAPHY, 2023, v.9 no.1, 60-69
    SCIE Scopus dColl.
  • FID-calibrated simultaneous multi-slice fast spin echo with long trains of hard pulses Physics in Medicine and Biology, 2022, v.67 no.3, 35002
    SCIE Scopus dColl.
  • Generalized self-calibrating simultaneous multi-slice MR image reconstruction from 3D Fourier encoding perspective Medical Image Analysis, 2022, v.82, 102621
    SCIE Scopus dColl.
  • Brain MRI radiomics analysis may predict poor psychomotor outcome in preterm neonates European Radiology, 2021, v.31 no.8, 6147-6155
    SCIE Scopus dColl.
  • Ensuring both velocity and spatial responses robust to B0/B1+ field inhomogeneities for velocity-selective arterial spin labeling through dynamic phase-cycling Magnetic Resonance in Medicine, 2021 , 2723-2734
    SCIE Scopus dColl.
  • Improved acceleration of phase-contrast flow imaging with magnitude difference regularization Magnetic Resonance Imaging, 2020, v.67, 1-6
    SCIE Scopus dColl.
  • Non-contrast-enhanced abdominal MRA at 3 T using velocity-selective pulse trains Magnetic Resonance in Medicine, 2020, v.84 no.3, 1173-1183
    SCIE Scopus dColl.
  • Perceived Dark Rim Artifact in First-Pass Myocardial Perfusion Magnetic Resonance Imaging Due to Visual Illusion KOREAN JOURNAL OF RADIOLOGY, 2020, v.21 no.4, 462-470
    SCIE Scopus KCI dColl.
  • Cerebral blood volume mapping using Fourier-transform–based velocity-selective saturation pulse trains Magnetic Resonance in Medicine, 2019, v.81 no.6, 3544-3554
    SCIE Scopus dColl.
  • Noncontrast Magnetic Resonance Angiography for the Diagnosis of Peripheral Vascular Disease CIRCULATION-CARDIOVASCULAR IMAGING, 2019, v.12 no.5
    SCIE Scopus dColl.
  • Unenhanced Velocity-Selective MR Angiography (VS-MRA): Initial Clinical Evaluation in Patients With Peripheral Artery Disease JOURNAL OF MAGNETIC RESONANCE IMAGING, 2019, v.49 no.3, 744-751
    SCIE Scopus dColl.
  • A Robust Self-navigation for Respiratory Gating in 3D Radial Ultrashort Echo-time Lung MRI using Concurrent Dephasing and Excitation JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2018, v.73 no.1, 138-144
    SCIE Scopus KCI dColl.
  • Characterization and suppression of stripe artifact in velocity-selective magnetization-prepared unenhanced MR angiography MAGNETIC RESONANCE IN MEDICINE, 2018, v.80 no.5, 1997-2005
    SCIE Scopus dColl.
  • Two-Dimensional Image-Based Respiratory Navigator for Free- Breathing Coronary Magnetic Resonance Angiography Investigative Magnetic Resonance Imaging, 2018, v.22 no.1, 71~77
    KCI dColl.
  • Whole-brain arteriography and venography: Using improved velocity-selective saturation pulse trains Magnetic Resonance in Medicine, 2018, v.79 no.4, 2014-2023
    SCIE Scopus dColl.
  • Accelerated electron paramagnetic resonance imaging using partial Fourier compressed sensing reconstruction MAGNETIC RESONANCE IMAGING, 2017, v.37, 90-99
    SCIE Scopus dColl.
  • Free Breathing Three-Dimensional Late Gadolinium Enhancement Cardiovascular Magnetic Resonance Using Outer Volume Suppressed Projection Navigators MAGNETIC RESONANCE IN MEDICINE, 2017, v.77 no.4, 1533-1543
    SCIE Scopus dColl.
  • A radial sampling strategy for uniform k-space coverage with retrospective respiratory gating in 3D ultrashort-echo-time lung imaging NMR IN BIOMEDICINE, 2016, v.29 no.5, 576-587
    SCIE Scopus dColl.
  • CNR improvement of MP2RAGE from slice encoding directional acceleration MAGNETIC RESONANCE IMAGING, 2016, v.34 no.6, 779-784
    SCIE Scopus dColl.
  • Identification and Reduction of Image Artifacts in Non-Contrast-Enhanced Velocity-Selective Peripheral Angiography at 3T MAGNETIC RESONANCE IN MEDICINE, 2016, v.76 no.2, 466-477
    SCIE Scopus dColl.
  • Noncontrast-Enhanced Peripheral Venography Using Velocity-Selective Magnetization Preparation and Transient Balanced SSFP MAGNETIC RESONANCE IN MEDICINE, 2016, v.75 no.2, 653-664
    SCIE Scopus dColl.
  • Velocity-selective magnetization-prepared non-contrast-enhanced cerebral MR angiography at 3 Tesla: Improved immunity to B0/B1 inhomogeneity MAGNETIC RESONANCE IN MEDICINE, 2016, v.75 no.3, 1232-1241
    SCIE Scopus dColl.
  • Combined Outer Volume Suppression and T-2 Preparation Sequence for Coronary Angiography MAGNETIC RESONANCE IN MEDICINE, 2015, v.74 no.6, 1632-1639
    SCIE Scopus dColl.
  • Rapid Single-Breath-Hold 3D Late Gadolinium Enhancement Cardiac MRI Using a Stack-of-Spirals Acquisition JOURNAL OF MAGNETIC RESONANCE IMAGING, 2014, v.40 no.6, 1496-1502
    SCIE Scopus dColl.
  • Three-Dimensional Magnetization-Prepared Imaging Using a Concentric Cylinders Trajectory MAGNETIC RESONANCE IN MEDICINE, 2014, v.71 no.5, 1700-1710
    SCIE Scopus dColl.
  • [학술지논문] Effects of Tissue Relaxation, Eddy currents, and Acceleration on Velocity-Selective Preparation Pulses JOURNAL OF MAGNETICS, 2023, v.28 no.1 , 49-55
    SCIE
  • [학술지논문] Spatially and velocity-selective magnetization preparation for noncontrast-enhanced peripheral MR angiography NMR IN BIOMEDICINE, 2023, v.36 no.7 , 4901-4901
    SCIE
  • [학술지논문] Velocity-selective excitation: Principles and applications NMR IN BIOMEDICINE, 2023, v.36 no.2 , 4820-4820
    SCIE
  • [학술지논문] FID-calibrated simultaneous multi-slice fast spin echo with long trains of hard pulses PHYSICS IN MEDICINE AND BIOLOGY, 2022, v.67 no.3 , 035002-035002
    SCI
  • [학술지논문] Generalized self-calibrating simultaneous multi-slice MR image reconstruction from 3D Fourier encoding perspective MEDICAL IMAGE ANALYSIS, 2022, v.82 no.0 , 102621-102621
    SCI
  • [학술지논문] Brain MRI radiomics analysis may predict poor psychomotor outcome in preterm neonates EUROPEAN RADIOLOGY, 2021, v.31 no.8 , 6147-6155
    SCI
  • [학술지논문] Ensuring both velocity and spatial responses robust to B-0/B-1(+) field inhomogeneities for velocity-selective arterial spin labeling through dynamic phase-cycling MAGNETIC RESONANCE IN MEDICINE, 2021, v.85 no.5 , 2723-2734
    SCI
  • [학술지논문] Non-contrast-enhanced abdominal MRA at 3 T using velocity-selective pulse trains MAGNETIC RESONANCE IN MEDICINE, 2020, v.84 no.3 , 1173-1183
    SCI
  • [학술지논문] Cerebral blood volume mapping using Fourier-transform-based velocity-selective saturation pulse trains MAGNETIC RESONANCE IN MEDICINE, 2019, v.81 no.6 , 3544-3554
    SCI
  • [학술지논문] Noncontrast Magnetic Resonance Angiography for the Diagnosis of Peripheral Vascular Disease CIRCULATION-CARDIOVASCULAR IMAGING, 2019, v.12 no.5 , 008844-008844
    SCI
  • [학술지논문] Unenhanced Velocity-Selective MR Angiography (VS-MRA): Initial Clinical Evaluation in Patients With Peripheral Artery Disease JOURNAL OF MAGNETIC RESONANCE IMAGING, 2019, v.49 no.3 , 744-751
    SCI
  • [학술지논문] A Robust Self-navigation for Respiratory Gating in 3D Radial Ultrashort Echo-time Lung MRI using Concurrent Dephasing and Excitation JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2018, v.73 no.1 , 138-144
    SCI
  • [학술지논문] Characterization and suppression of stripe artifact in velocity-selective magnetization-prepared unenhanced MR angiography MAGNETIC RESONANCE IN MEDICINE, 2018, v.80 no.5 , 1997-2005
    SCI
  • [학술지논문] Two-Dimensional Image-Based Respiratory Navigator for Free- Breathing Coronary Magnetic Resonance Angiography Investigative Magnetic Resonance Imaging, 2018, v.22 no.1 , 71-77
    KCI
  • [학술지논문] Whole-brain arteriography and venography: Using improved velocity-selective saturation pulse trains MAGNETIC RESONANCE IN MEDICINE, 2018, v.79 no.4 , 2014-2023
    SCI
  • [학술지논문] Accelerated electron paramagnetic resonance imaging using partial Fourier compressed sensing reconstruction MAGNETIC RESONANCE IMAGING, 2017, v.37 no.1 , 90-99
    SCI
  • [학술지논문] Free Breathing Three-Dimensional Late Gadolinium Enhancement Cardiovascular Magnetic Resonance Using Outer Volume Suppressed Projection Navigators MAGNETIC RESONANCE IN MEDICINE, 2017, v.77 no.4 , 1533-1543
    SCI
  • [학술지논문] Novel, non-gadolinium-enhanced magnetic resonance imaging technique of pedal artery aneurysms Journal of Vascular Surgery Cases and Innovative Techniques, 2017, v.3 no.2 , 87-89
    Scopus
  • [학술지논문] A radial sampling strategy for uniform k-space coverage with retrospective respiratory gating in 3D ultrashort-echo-time lung imaging NMR IN BIOMEDICINE, 2016, v.29 no.5 , 576-587
    SCI
  • [학술지논문] Being BOLD in Critical Limb Ischemia JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2016, v.67 no.4 , 432-434
    SCI
  • [학술지논문] CNR improvement of MP2RAGE from slice encoding directional acceleration MAGNETIC RESONANCE IMAGING, 2016, v.34 no.6 , 779-784
    SCI
  • [학술지논문] Identification and Reduction of Image Artifacts in Non-Contrast-Enhanced Velocity-Selective Peripheral Angiography at 3T MAGNETIC RESONANCE IN MEDICINE, 2016, v.76 no.2 , 466-477
    SCI
  • [학술지논문] Noncontrast-Enhanced Peripheral Venography Using Velocity-Selective Magnetization Preparation and Transient Balanced SSFP MAGNETIC RESONANCE IN MEDICINE, 2016, v.75 no.2 , 653-664
    SCI
  • [학술지논문] Velocity-selective magnetization-prepared non-contrast-enhanced cerebral MR angiography at 3 Tesla: Improved immunity to B0/B1 inhomogeneity MAGNETIC RESONANCE IN MEDICINE, 2016, v.75 no.3 , 1232-1241
    SCI
  • [학술지논문] Combined Outer Volume Suppression and T-2 Preparation Sequence for Coronary Angiography MAGNETIC RESONANCE IN MEDICINE, 2015, v.74 no.6 , 1632-1639
    SCI
  • [학술지논문] Rapid Single-Breath-Hold 3D Late Gadolinium Enhancement Cardiac MRI Using a Stack-of-Spirals Acquisition JOURNAL OF MAGNETIC RESONANCE IMAGING, 2014, v.40 no.6 , 1496-1502
    SCI
  • [학술지논문] Three-Dimensional Magnetization-Prepared Imaging Using a Concentric Cylinders Trajectory MAGNETIC RESONANCE IN MEDICINE, 2014, v.71 no.5 , 1700-1710
    SCI
  • [학술지논문] Non-contrast-enhanced renal and abdominal MR angiography using velocity-selective inversion preparation MAGNETIC RESONANCE IN MEDICINE, 2013, v.69 no.5 , 1268-1275
    SCI
  • [학술지논문] Off-Resonance-Robust Velocity-Selective Magnetization Preparation for Non-Contrast-Enhanced Peripheral MR Angiography MAGNETIC RESONANCE IN MEDICINE, 2013, v.70 no.5 , 1229-1240
    SCI
  • [학술지논문] Three-dimensional first-pass myocardial perfusion MRI using a stack-of-spirals acquisition MAGNETIC RESONANCE IN MEDICINE, 2013, v.69 no.3 , 839-844
    SCI
  • [학술지논문] Systolic 3D First-Pass Myocardial Perfusion MRI: Comparison With Diastolic Imaging in Healthy Subjects MAGNETIC RESONANCE IN MEDICINE, 2010, v.63 no.4 , 858-864
    SCI
  • [학술지논문] Three dimensional first-pass myocardial perfusion imaging at 3T: feasibility study JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2008, v.10 no.1 , 57-57
    SCI
  • [학술지논문] Accelerating dynamic spiral MRI by algebraic reconstruction from undersampled k-t space IEEE TRANSACTIONS ON MEDICAL IMAGING, 2007, v.26 no.7 , 917-924
    SCI
  • [학술발표] 3D body composition segmentation in abdomen and pelvis CT using subdivided labels and random patch Medical Imaging with Deep Learning (MIDL), 미국, Nashville, 2023-07-12 Proceedings of MIDL2023, 2023
  • [학술발표] Brain age prediction using multi-hop graph attention module (MGA) with convolutional neural network Medical Imaging with Deep Learning (MIDL) Annual Meeting, 미국, 2023-07-12 Proceedings of MIDL2023, 2023
Read More
Courses

  • 2023-2nd

    • Electrical Engineering for Mechanical Engineers

    • Smart Factory Capstone Design

    • Big data analysis using deep learning

      • Subject No G18167Class No 01
      • Year ( 3Credit , 3Hour) Fri 6~7 (ENG )
        • Syllabus(File)

  • 2023-1st

    • Pattern Recognition and Machine Learning

    • Computational Medicine; Translating Models to Medicine 강의 계획서 상세보기

      • Subject No 38920Class No 01
      • Year ( 3Credit , 3Hour) Mon 3~4
      • Major Requisite
        • Syllabus(File)

    • Smart Factory Capstone Design

    • Deep Learning

      • Subject No G18425Class No 01
      • Year ( 3Credit , 3Hour) Fri 5~6 (ENG )
        • Syllabus(File)

  • 2022-2nd

    • Electrical Engineering for Mechanical Engineers

    • Biomedical image reconstruction

      • Subject No G17565Class No 01
      • Year ( 3Credit , 3Hour) Thu 5~6 (ENG )
        • Syllabus(File)

  • 2022-1st

    • HOKMA Seminar

    • Mechanical and Biomedical Engineering Experiment I

      • Subject No 38571Class No 02
      • 3Year ( 3Credit , 4.5Hour) Fri 5~7 (ENG )
        • Syllabus(File)

    • Capstone Project in Content Convergence

      • Subject No 38588Class No 01
      • 4Year ( 3Credit , 4.5Hour) Mon 2~2 (ENG A) , Thu 2~3 (101)
        • Syllabus(File)

    • Biomedical Signal Processing

      • Subject No 38659Class No 01
      • 3Year ( 3Credit , 3Hour) Mon 5~5 , Wed 4~4
        • Syllabus(File)

    • Pattern Recognition and Machine Learning

      • Subject No 38660Class No 01
      • 4Year ( 3Credit , 3Hour) Tue 6~6 (ESEA) , Thu 4~4 (CH)
        • Syllabus(File)

    • Computational Medicine; Translating Models to Medicine

      • Subject No 38920Class No 01
      • Year ( 3Credit , 3Hour) Mon 3~4
      • Major Requisite
        • Syllabus(File)

  • 2021-2nd

    • Electrical Engineering for Mechanical Engineers

      • Subject No 38658Class No 01
      • 2Year ( 3Credit , 3Hour) Tue 7~7 , Fri 6~6
        • Syllabus(File)

    • Big data analysis using deep learning

      • Subject No G18167Class No 01
      • Year ( 3Credit , 3Hour) Wed 5~6 (ESEA)
        • Syllabus(File)

  • 2021-1st

    • Numerical Methods

      • Subject No 20642Class No 02
      • 2Year ( 3Credit , 3Hour) Mon 3~3 , Wed 2~2
        • Syllabus(File)

    • Capstone Project in Content Convergence

      • Subject No 38588Class No 01
      • 4Year ( 3Credit , 4.5Hour) Mon 7~8 , Fri 3~3
        • Syllabus(File)

    • Pattern Recognition and Machine Learning

      • Subject No 38660Class No 01
      • 4Year ( 3Credit , 3Hour) Wed 6~6 , Fri 4~4
        • Syllabus(File)
Read More
Academic Background

Seoul Nat'l Univ. 공학석사(기계설계학과)

University of Southern California Ph.D.(Electrical Engineering)

University of Southern California M.S.(Electrical Engineering)

Seoul Nat'l Univ. 공학사(기계설계학과)

Work Experience

Division Chair, Mechanical and Biomedical Engineering 2018-03-01 ~ 2019-02-28

University of Maryland 2013-04-17 ~ 2017-02-28

Stanford University 2010-02-01 ~ 2013-04-15

List