ALUMNI(M.S.)

Jin-Su Kim, M.S. Feb 2025

• Thesis: "Feasibility and Comparative Investigation of Models for Predicting Disease Progression in Stroke-Related White Matter Hyperintensities"

Research interest

• Machine/deep learning

• Brain language decoding

• Brain disease evolution prediction

Education

• Mar. 2023 - Feb. 2025 : M.S., Kyungpook National University, Daegu, Republic of Korea 

• Mar. 2012 - Feb. 2018 :  B.S., School of Mechatronics Engineering, Korea University of Technology and Education, Cheonan, Republic of Korea 

Publication 

[Journal]

• Improving fMRI-Based Emotion Decoding via Attention-Based Multimodal Integration, Results in Engineering, 2026 

• Prediction of White Matter Hyperintensity Progression: A Systematic Comparison of Preprocessing Methods and Deep Learning Models,  IEEE Access, 2025 

[Thesis]

• Feasibility and Comparative Investigation of Models for Predicting Disease Progression in Stroke-Related White Matter Hyperintensities, 2024

[Conference]

• Exploring NeuralResponsesto Naturalistic emotional videos: An fMRI study using CMU-MOSEI dataset, OHBM 2024

• Neural Responses in fMRI During Naturalistic Emotional Video Watching: CMU-MOSEI dataset, BESK 2024

Tutorial, invited talk, and seminar

• Sep. 27, 2024, Prediction of Disease Progression in FLAIR White Matter Hyperintensities in Stroke Patient, KPK Workshop, Daegu, Republic of Korea