Advantage of Vital Sign Monitoring Using a Wireless Wearable Device for Predicting Septic Shock in Febrile Patients in the Emergency Department: A Machine Learning-Based Analysis A Choi, K Chung, SP Chung, K Lee, H Hyun, JH Kim Sensors 2022, https://doi.org/10.3390/s22187054, 2022 | 21 | 2022 |
Real-Time Seizure Detection using EEG: A Comprehensive Comparison of Recent Approaches under a Realistic Setting K Lee, H Jeong, S Kim, D Yang, HC Kang, E Choi Conference on Health, Inference, and Learning (CHIL) 2022, 311-337, PMLR 174 …, 2022 | 19 | 2022 |
Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention K Lee, S Lee, S Hahn, H Hyun, E Choi, B Ahn, J Lee arXiv preprint arXiv:2305.02504 (MLHC 2023) (Spotlight Paper), 2023 | 13 | 2023 |
Self-supervised predictive coding and multimodal fusion advance patient deterioration prediction in fine-grained time resolution K Lee, J Won, H Hyun, S Hahn, E Choi, J Lee ICLR 2023 Workshop, TML4H (Best Paper Award) (Oral), 2022 | 5* | 2022 |
Compact and De-Biased Negative Instance Embedding for Multi-Instance Learning on Whole-Slide Image Classification J Lee, H Nam, K Lee, S Hahn ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 1 | 2024 |
A novel deep learning algorithm for real-time prediction of clinical deterioration in the emergency department for a multimodal clinical decision support system A Choi, K Lee, H Hyun, KJ Kim, B Ahn, KH Lee, S Hahn, SY Choi, JH Kim Scientific Reports 14 (1), 1-15, 2024 | | 2024 |
Deep Learning-based Real-Time Seizure Detection and Multi-Seizure Classification on Pediatric EEG H Jeong, K Lee, S Kim, HC Kang, D Yang medRxiv, 2024.11. 25.24317933, 2024 | | 2024 |
Experimental validation of theoretical method for prediction of acoustic streaming around a resonantly-excited cancer cell K Lee, S Yigit, A Han, D Kim, YJ Kim INTER-NOISE and NOISE-CON Congress and Conference Proceedings 255 (2), 5825-5834, 2017 | | 2017 |
Active noise control of rocket engine noise in an engine test facility for quiet nearby communities K Lee, YJ Kim The Journal of the Acoustical Society of America 138 (3_Supplement), 1732-1732, 2015 | | 2015 |