Publication

Hyunjin Kim, Gyubin Kwon, Hongmin Kim, Jungsoo Lee, "Deep learning-based diagnostic model utilizing clustering of individual structural patterns in Alzheimer's disease", Towards Healthy Brain Aging: Bridging Biology, Lifestyle, and Therapeutics, Nature Conference, 2025

이상민, 강채린, 박형주, 최준혁, 한승욱, 이정수, "시각 자극 기반 감정 EEG 학습을 통한 후각 자극 감정 추론 최적화 연구", 한국정보기술학회 추계종합학술대회 2025

Hongmin Kim, Hyunjin Kim, Woohee Han, Jungsoo Lee, "Comparative Effects of Cognitive Interventions on Cognitive Functions and EEG Spectral Activity in Older Adults: A Crossover Study", Neuroscience, 2025

Gyubin Kwon, Hyunjin Kim, Jungsoo Lee, "Deep Learning-based Synthesis of Fractional Anisotropy Maps from T1-weighted MRI for Predicting Post-Stroke Motor Outcomes", Neuroscience, 2025

Jungsoo Lee, Gyubin Kwon, Hongmin Kim, Woohee Han, Hyunjin Kim, "Integrating DTI Metrics to Explain Functional Decline in Older Adults Using a PCA-based Approach", Neuroscience, 2025

Su-Hyun Lee, Jinuk Kim, Eunmi Kim, Jungsoo Lee, Yun-Hee Kim. "Motor Tract Integrity Differences Across Gait Pattern Clusters in Chronic Stroke Patients", World Stroke Congress, 2025

Eunmi Kim, Jinuk Kim, Su-Hyun Lee, Jungsoo Lee, Yun-Hee Kim, "Neuroimaging Markers for Responsiveness to Combined Robot-assisted Gait Training and Transcranial Direct Current Stimulation in Stoke Patients", International Brain Stimulation Conference, 2025

​정지민, 허예림, 한우희, 이정수, 이민지, "고령자의 Eyes-Open 및 Eyes-Closed 휴식 상태 EEG를 활용한 딥러닝 기반 운동 기능 예측", 한국정보과학회 2025 한국컴퓨터종합학술대회

Jin-Ho Choi, Byeong Jo Chun, Sung Phil Chung, Young Hwan Lee, Jungsoo Lee, Yun-Hee Kim, Ji Sung Lee, Jin-Soo Lee, Chun San An, Byoung Joo Gwag, "Effect of nelonemdaz for patients with out-of-hospital cardiac arrest: the AWAKE phase II randomised clinical trial", European Society of Cardiology Congress, 2024

​권규빈, 정다솜, 안소현, 오예지, 김민지, 이정수, "뇌질환 진단과 병적 특성 차팅 및 시각화 기술 개발", 한국정보기술학회 추계종합학술대회 2024

Gyubin Kwon, Hyunjin Kim, Jungsoo Lee, "Comparative Analysis of Automated Segmentation Techniques for Brain Atrophy in Alzheimer's Disease", International Conference of the Korean Academy of Rehabilitation Medicine, 2024

Hyunjin Kim, Gyubin Kwon, Jungsoo Lee, "Investigating Brain Region Selection for Deep Learning-based Alzheimer's Disease Diagnosis", International Conference of the Korean Academy of Rehabilitation Medicine, 2024

Jungsoo Lee, Hyunjin Kim, Yun-Hee Kim, "Associations Between Altered Resting-state Intra- and Inter-network Functional Connectivity in Subacute Stroke Patients", Neuroscience, 2024

Woohee Han, Hyunjin Kim, Jungsoo Lee, "Exploring the interplay between motor and cognitive functions in the elderly: the role of cognitive subdomain functioning in motor skills", Neuroscience, 2024

Hyunjin Kim, Jungsoo Lee, "Development of deep learning-based brain segmentation technique for effective neurological disease research", Neuroscience, 2024

Hyunjin Kim, Jungsoo Lee, "Classification on Alzheimer's Disease Using Region-specific Anomaly Detection with Generative Adversarial Network", Neuroscience, 2023

Youjin Kang, Eunggyu Lee, Jungsoo Lee, "Neurofeedback Tool for Neurorehabilitation Simultaneous Visualization of Brain Activity and Network", International Conference of the Korean Academy of Rehabilitation Medicine, 2023

Eunggyu Lee, Youjin Kang, Jungsoo Lee, "Toolbox for inducing and Measuring Cognitive Decline-related P300 Using Auditory Oddball Paradigm", International Conference of the Korean Academy of Rehabilitation Medicine, 2023