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신형섭 프로필 사진

신형섭

HYUNGSEOB, SHIN

공과대학

공과대학 전기전자공학과

연구분야

Computer-aided diagnosis,
Domain adaptation,
Medical A.I.,
도메인 적응,
의료 인공지능,
컴퓨터 보조 진단

2018

2023

연도별 연구 활동 현황

전체 12건 중 1번부터 10번까지의 결과를 표시합니다.

2023

Conference

SDC-UDA: Volumetric Unsupervised Domain Adaptation Framework for Slice-Direction Continuous Cross-Modality Medical Image Segmentation

SHIN, HYUNGSEOB ;
KIM, HYEONGYU ;
KIM, SEWON ;
JUN, YOHAN ;
Eo, Taejoon ;
외 1명

2023-06

Article

CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation

Dorent, Reuben ;
Kujawa, Aaron ;
Ivory, Marina ;
Bakas, Spyridon ;
Rieke, Nicola ;
... Shin, Hyungseob ;
외 34명

2023-01
Medical Image Analysis
Elsevier BV

2021

Conference

Explainable and fully automated clinical referral suggestion for mass like lesions in brain using multi-contrast MRI

Shin, Hyungseob ;
PARK, JIEUN ;
JUN, YOHAN ;
KIM, HOSUNG ;
Hwang, Dosik

2021-11

Article

Evaluation of the Robustness of Learned MR Image Reconstruction to Systematic Deviations Between Training and Test Data for the Models from the fastMRI Challenge

Johnson, Patricia M. ;
Jeong, Geunu ;
Hammernik, Kerstin ;
Schlemper, Jo ;
Qin, Chen ;
... Shin, Hyungseob ;
외 35명

2021-10
Lecture Notes in Computer Science
Springer Verlag

Article

Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction

Muckley, Matthew J. ;
Riemenschneider, Bruno ;
Radmanesh, Alireza ;
Kim, Sunwoo ;
Jeong, Geunu ;
... Shin, Hyungseob ;
외 17명

2021-09
IEEE Transactions on Medical Imaging
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC

Conference

Joint Deep Model-based MR Image and Coil Sensitivity Reconstruction Network (Joint-ICNet) for Fast MRI

Jun, Yohan ;
Shin, Hyungseob ;
Eo, Taejoon ;
Hwang, Dosik

2021-06

Article

Deep model-based magnetic resonance parameter mapping network (DOPAMINE) for fast T1 mapping using variable flip angle method

Jun Y. ;
Shin H. ;
Eo T. ;
Kim T. ;
Do Sik Hwang

2021-05
Medical Image Analysis
ELSEVIER SCIENCE BV

2020

Article

어텐션 기법 및 의료 영상에의 적용에 관한 최신 동향

신형섭 ;
이정룡 ;
어태준 ;
전요한 ;
김세원 ;
외 1명

2020-11
대한영상의학회지
대한영상의학회

Article

Accelerating Cartesian MRI by domain-transform manifold learning in phase-encoding direction

Eo T. ;
신형섭 ;
Jun Y. ;
Kim T. ;
Hwang D.

2020-07
Medical Image Analysis
Elsevier B.V.

2019

Article

Parallel imaging in time-of-flight magnetic resonance angiography using deep multistream convolutional neural networks

JUN, YOHAN ;
Eo, Taejoon ;
Shin, Hyungseob ;
Kim, Taeseong ;
Lee, Ho-Joon ;
외 1명

2019-06
Magnetic Resonance in Medicine
John Wiley & Sons Inc.

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