Deep recurrent spatio-temporal neural network for motor imagery based BCI. - Wonjun Ko; Jee Seok Yoon; Eunsong Kang; Eunji Jun; Jun-Sik Choi; Heung-Il Suk (BCI, 2018)

Plug-in Factorization for Latent Representation Disentanglement. - Jee Seok Yoon; Wonjun Ko; Heung-Il Suk (CoRR, 2019)

Toward Subject Invariant and Class Disentangled Representation in BCI via Cross-Domain Mutual Information Estimator. - Eunjin Jeon; Wonjun Ko; Jee Seok Yoon; Heung-Il Suk (CoRR, 2019)

Multi-scale gradual integration CNN for false positive reduction in pulmonary nodule detection. - Bum-Chae Kim; Jee Seok Yoon; Jun-Sik Choi; Heung-Il Suk (Neural Networks, 2019)

Born Identity Network: Multi-way Counterfactual Map Generation to Explain a Classifier's Decision. - Kwanseok Oh; Jee Seok Yoon; Heung-Il Suk (CoRR, 2020)

XADLiME: eXplainable Alzheimer's Disease Likelihood Map Estimation via Clinically-guided Prototype Learning. - Ahmad Wisnu Mulyadi; Wonsik Jung; Kwanseok Oh; Jee Seok Yoon; Heung-Il Suk (CoRR, 2022)

A Plug-in Method for Representation Factorization in Connectionist Models. - Jee Seok Yoon; Myung-Cheol Roh; Heung-Il Suk (IEEE Trans. Neural Networks Learn. Syst., 2022)

SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation. - Jee Seok Yoon; Chenghao Zhang; Heung-Il Suk; Jia Guo; Xiaoxiao Li (IPMI, 2023)

Domain Generalization for Medical Image Analysis: A Survey. - Jee Seok Yoon; Kwanseok Oh; Yooseung Shin; Maciej A. Mazurowski; Heung-Il Suk (CoRR, 2023)

Mutual Information-Driven Subject-Invariant and Class-Relevant Deep Representation Learning in BCI. - Eunjin Jeon; Wonjun Ko; Jee Seok Yoon; Heung-Il Suk (IEEE Trans. Neural Networks Learn. Syst., 2023)

Learn-Explain-Reinforce: Counterfactual Reasoning and its Guidance to Reinforce an Alzheimer's Disease Diagnosis Model. - Kwanseok Oh; Jee Seok Yoon; Heung-Il Suk (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Estimating explainable Alzheimer's disease likelihood map via clinically-guided prototype learning. - Ahmad Wisnu Mulyadi; Wonsik Jung; Kwanseok Oh; Jee Seok Yoon; Kun Ho Lee; Heung-Il Suk (NeuroImage, 2023)

Domain Generalization for Medical Image Analysis: A Review. - Jee Seok Yoon; Kwanseok Oh; Yooseung Shin; Maciej A. Mazurowski; Heung-Il Suk (Proc. IEEE, 2024)