이화여자대학교 | 대학·대학원 | 대학 | 엘텍공과대학

신태훈(申泰勳) 교수

휴먼기계바이오공학과 /스마트팩토리융합전공[대학원]

신태훈 교수는 기계공학 전공으로 학부를, 전자공학 전공으로 박사과정을 마친 후 University of Maryland 영상의학과에서 교수로 재직하면서 융합적인 학문적 바탕 및 다학제간 연구 경험을 쌓았다. 주요 기술적 연구주제로는 머신러닝/딥러닝을 이용한 조기 정밀진단, 예후 예측 및 의료영상화질 개선, 질병 맞춤형 MRI 기법 개발 등이 있으며, 임상 테마로는 조영제를 사용하지 않는 혈관영상 (angiography), 치매진단용 뇌영상, 삼차원 심장이미징 (cardiac imaging) 등을 포함한다. 연구실 홈페이지:  https://mil.ewha.ac.kr

연구협력관 356호
02-3277-6534
연구관심분야
- 딥러닝, 기계학습, 의료영상복원, 자기공명영상, 신호처리

연구실적

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

강의

2023-2학기
- 기계전자공학
  - 학수번호 38658분반 01
  - 2학년 ( 3학점 , 3시간) 월 4~4 (연구) , 목 5~5 (101)
  - 영어강의
- 스마트팩토리캡스톤디자인
  - 학수번호 G18163분반 01
  - 학년 ( 3학점 , 3시간)
  - 신설:엘텍공대-640(2021.4.27.)
- 딥러닝기반빅데이터분석
  - 학수번호 G18167분반 01
  - 학년 ( 3학점 , 3시간) 금 6~7 (공학)
2023-1학기
- 패턴인식과머신러닝
  - 학수번호 38660분반 01
  - 4학년 ( 3학점 , 3시간) 화 5~5 (연구) , 목 6~6 (101)
  - 영어강의
- 컴퓨터의학종합설계 강의 계획서 상세보기
  - 학수번호 38920분반 01
  - 학년 ( 3학점 , 3시간) 월 3~4
  - 전공필수,원격강의
- 스마트팩토리캡스톤디자인
  - 학수번호 G18163분반 01
  - 학년 ( 3학점 , 3시간)
- 딥러닝
  - 학수번호 G18425분반 01
  - 학년 ( 3학점 , 3시간) 금 5~6 (공학)
2022-2학기
- 기계전자공학
  - 학수번호 38658분반 01
  - 2학년 ( 3학점 , 3시간) 화 7~7 (공학A107) , 금 6~6 (공학A107)
  - 영어강의
- 생체영상복원
  - 학수번호 G17565분반 01
  - 학년 ( 3학점 , 3시간) 목 5~6 (공학)
2022-1학기
- 호크마세미나
  - 학수번호 11302분반 28
  - 1학년 ( 1학점 월 7~7
  - 휴먼기계바이오공학 입문 / 장소: 연구협력관 356호
- 휴먼기계바이오공학실험I
  - 학수번호 38571분반 02
  - 3학년 ( 3학점 , 4.5시간) 금 5~7 (공학)
- 융합캡스톤디자인I
  - 학수번호 38588분반 01
  - 4학년 ( 3학점 , 4.5시간) 월 2~2 (공대강당) , 목 2~3 (공대강당)
- 의용신호처리
  - 학수번호 38659분반 01
  - 3학년 ( 3학점 , 3시간) 월 5~5 , 수 4~4
  - 영어강의
- 패턴인식과머신러닝
  - 학수번호 38660분반 01
  - 4학년 ( 3학점 , 3시간) 화 6~6 (연구) , 목 4~4 (101)
- 컴퓨터의학종합설계
  - 학수번호 38920분반 01
  - 학년 ( 3학점 , 3시간) 월 3~4
  - 전공필수,원격강의
2021-2학기
- 기계전자공학
  - 학수번호 38658분반 01
  - 2학년 ( 3학점 , 3시간) 화 7~7 , 금 6~6
  - 영어강의
- 딥러닝기반빅데이터분석
  - 학수번호 G18167분반 01
  - 학년 ( 3학점 , 3시간) 수 5~6 (연구)
2021-1학기
- 수치해석
  - 학수번호 20642분반 02
  - 2학년 ( 3학점 , 3시간) 월 3~3 , 수 2~2
  - 영어강의 휴기바
- 융합캡스톤디자인I
  - 학수번호 38588분반 01
  - 4학년 ( 3학점 , 4.5시간) 월 7~8 , 금 3~3
- 패턴인식과머신러닝
  - 학수번호 38660분반 01
  - 4학년 ( 3학점 , 3시간) 수 6~6 , 금 4~4

학력

서울대학교 공학석사(기계설계학과)

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

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

서울대학교 공학사(기계설계학과)

경력

휴먼기계바이오공학부장 2018-03-01 ~ 2019-02-28

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

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

전체목록