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Jee Seok Yoon
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Multi-scale gradual integration CNN for false positive reduction in pulmonary nodule detection
BC Kim, JS Yoon, JS Choi, HI Suk
Neural Networks 115, 1-10, 2019
772019
Mutual information-driven subject-invariant and class-relevant deep representation learning in BCI
E Jeon, W Ko, JS Yoon, HI Suk
IEEE Transactions on Neural Networks and Learning Systems, 2021
542021
Deep learning algorithm for automated segmentation and volume measurement of the liver and spleen using portal venous phase computed tomography images
Y Ahn, JS Yoon, SS Lee, HI Suk, JH Son, YS Sung, Y Lee, BK Kang, ...
Korean journal of radiology 21 (8), 987, 2020
452020
Deep recurrent spatio-temporal neural network for motor imagery based BCI
W Ko, JS Yoon, E Kang, E Jun, JS Choi, HI Suk
Brain-Computer Interface (BCI), 2018 6th International Conference on, 1-3, 2018
362018
An index based on deep learning–measured spleen volume on CT for the assessment of high-risk varix in B-viral compensated cirrhosis
C Lee, SS Lee, WM Choi, KM Kim, YS Sung, S Lee, SJ Lee, JS Yoon, ...
European Radiology 31, 3355-3365, 2021
182021
Learn-explain-reinforce: counterfactual reasoning and its guidance to reinforce an Alzheimer's Disease diagnosis model
K Oh, JS Yoon, HI Suk
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (4), 4843-4857, 2022
172022
Liver-to-spleen volume ratio automatically measured on CT predicts decompensation in patients with B viral compensated cirrhosis
JH Kwon, SS Lee, JS Yoon, HI Suk, YS Sung, HS Kim, C Lee, KM Kim, ...
Korean journal of radiology 22 (12), 1985, 2021
132021
Population-based and personalized reference intervals for liver and spleen volumes in healthy individuals and those with viral hepatitis
DW Kim, J Ha, SS Lee, JH Kwon, NY Kim, YS Sung, JS Yoon, HI Suk, ...
Radiology 301 (2), 339-347, 2021
112021
SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation
JS Yoon, C Zhang, HI Suk, J Guo, X Li
International Conference on Information Processing in Medical Imaging, 388-400, 2023
102023
Deep learning-based assessment of functional liver capacity using gadoxetic acid-enhanced hepatobiliary phase MRI
HJ Park, JS Yoon, SS Lee, HI Suk, B Park, YS Sung, SB Hong, H Ryu
Korean journal of radiology 23 (7), 720, 2022
82022
Estimating explainable Alzheimer’s disease likelihood map via clinically-guided prototype learning
AW Mulyadi, W Jung, K Oh, JS Yoon, KH Lee, HI Suk
NeuroImage 273, 120073, 2023
62023
Semi-supervised generative and discriminative adversarial learning for motor imagery-based brain–computer interface
W Ko, E Jeon, JS Yoon, HI Suk
Scientific reports 12 (1), 4587, 2022
62022
Accuracy and efficiency of right-lobe graft weight estimation using deep-learning-assisted CT volumetry for living-donor liver transplantation
R Park, S Lee, Y Sung, J Yoon, HI Suk, H Kim, S Choi
Diagnostics 12 (3), 590, 2022
52022
A plug-in method for representation factorization in connectionist models
JS Yoon, MC Roh, HI Suk
IEEE Transactions on Neural Networks and Learning Systems 33 (8), 3792-3803, 2021
32021
XADLiME: eXplainable Alzheimer's Disease Likelihood Map Estimation via Clinically-guided Prototype Learning
AW Mulyadi, W Jung, K Oh, JS Yoon, HI Suk
arXiv preprint arXiv:2207.13223, 2022
22022
Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision
K Oh, JS Yoon, HI Suk
arXiv preprint arXiv:2011.10381, 2020
22020
Domain Generalization for Medical Image Analysis: A Survey
JS Yoon, K Oh, Y Shin, MA Mazurowski, HI Suk
arXiv preprint arXiv:2310.08598, 2023
12023
Prediction of decompensation and death in advanced chronic liver disease using deep learning analysis of gadoxetic acid-enhanced MRI
S Heo, SS Lee, SY Kim, YS Lim, HJ Park, JS Yoon, HI Suk, YS Sung, ...
Korean journal of radiology 23 (12), 1269, 2022
12022
딥러닝 기반의 멀티-모달 MRI 영상에서의 뇌종양 영역 분할
윤지석, 석흥일
한국정보과학회 학술발표논문집, 1680-1682, 2016
12016
An introduction to neural networks and deep learning
AW Mulyadi, JS Yoon, E Jeon, W Ko, HI Suk
Deep Learning for Medical Image Analysis, 3-31, 2024
2024
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