[1] Yun Kwan Kim*, Won-Doo Seo, Sun Jung Lee, Ja Hyung Koo, Kyung Chul Kim, Hee Seok Song and Minji Lee, "Early Prediction of Cardiac Arrest in the Intensive Care Unit using Explainable Machine Learning: Retrospective Study," JMIR Preprints, DOI: 10.2196/preprints.62890, 2024.

[1] Won-Doo Seo* and Hyeuknam Kwon, "The Degree of Lung Collapse Estimation Method using Convolutional autoencoder and Neural Regression in Electrical Impedance Tomography," ICBEM-ICEBI-EIT(International Conference on Bioelectromagnetism, Electrical Bioimpedance, and Electrical Impedance Tomography) 2022, Seoul, Republic of Korea, June 29-July 1, 2022. [LINK] [DATASET GENERATE CODE] [MODEL CODE]

[1] Won-Doo Seo* and Han Ul Yoon, "Simultaneous Inter-Channel EEG Activation and Brain Functional Connectivity," JKISS(Journal of the Korean Institute of Intelligent Systems), Vol. 30, No. 6, pp. 465-471, December, 2020. [DOI] [LINK]

[4] Won-Doo Seo* and Hyeuknam Kwon, "Estimating the Degree of Lung Collapse using Convolutional Autoencoder and Neural Regression in Electrical Impedance Tomography," KSIAM(Korean Society of Industrial and Applied Mathematics) Spring Conference 2022, Daejeon, Republic of Korea, May 27-29, 2022. [LINK] [POSTER] [DATASET GENERATE CODE] [MODEL CODE]

[3] Won-Doo Seo*, Dae-Han Sim and Han Ul Yoon, "A Validation Study for Stroke Recovery Level Classification using Robotic Rehabilitation EEG Data," KIIS(Korean Institute of Intelligent Systems) Autumn Conference 2020, Jeonju, Republic of Korea, November 27-28, 2020. [LINK]

[2] Won-Doo Seo* and Han Ul Yoon, "Simultaneous Inter-Channel Activation of EEG Signal and Brain Functional Connectivity," KIIS(Korean Institute of Intelligent Systems) Spring Conference 2020, Seoul, Republic of Korea, June 26-27, 2020. [LINK] (Selected as Distinguished Paper Award!)

[1] Ik-Kyu Choi*, Won-Doo Seo, Se-Gun Lee and Tae-Eung Sung, "Introduction of Accuracy-Block Generative Adversarial Network Algorithm," 13th KIISE(Korean Institute of  Information Scientists Engineers) and KBS(Korea Bigdata Society) Joint Symposium, Chuncheon, Republic of Korea, September 27, 2019. [LINK]