A machine-learning approach to predict postprandial hypoglycemia W Seo, YB Lee, S Lee, SM Jin, SM Park BMC medical informatics and decision making 19 (1), 1-13, 2019 | 84 | 2019 |
Deep ECG-Respiration Network (DeepER Net) for Recognizing Mental Stress W Seo, N Kim, S Kim, C Lee, SM Park Sensors 19 (13), 3021, 2019 | 68 | 2019 |
Deep learning approach for detecting work-related stress using multimodal signals W Seo, N Kim, C Park, SM Park IEEE Sensors Journal 22 (12), 11892-11902, 2022 | 40 | 2022 |
A personalized blood glucose level prediction model with a fine-tuning strategy: A proof-of-concept study W Seo, SW Park, N Kim, SM Jin, SM Park Computer Methods and Programs in Biomedicine 211, 106424, 2021 | 27 | 2021 |
WavelNet: A novel convolutional neural network architecture for arrhythmia classification from electrocardiograms N Kim, W Seo, J Kim, SY Choi, SM Park Computer Methods and Programs in Biomedicine 231, 107375, 2023 | 21 | 2023 |
Electrogastrogram: Demonstrating feasibility in mental stress assessment using sensor fusion N Kim, W Seo, S Kim, SM Park IEEE Sensors Journal 21 (13), 14503-14514, 2020 | 13 | 2020 |
Machine learning-based analysis of adolescent gambling factors W Seo, N Kim, SK Lee, SM Park Journal of Behavioral Addictions 9 (3), 734-743, 2020 | 7 | 2020 |
Toward Personalized Hemoglobin A1c Estimation for Type 2 Diabetes N Kim, W Seo, NH Kim, SM Park IEEE Sensors Journal 22 (23), 23023-23032, 2022 | 1 | 2022 |
Generative adversarial network-based data augmentation for improving hypoglycemia prediction: A proof-of-concept study W Seo, N Kim, SW Park, SM Jin, SM Park Biomedical Signal Processing and Control 92, 106077, 2024 | | 2024 |
Apparatus, method, and program for predicting hypoglycemia, and apparatus, method, and program for generating hypoglycemia prediction model SM Park, WJ Seo, SH Lee US Patent 11,389,117, 2022 | | 2022 |
Support Vector Regression 기반 개인화 혈당 예측 알고리즘 W Seo, S Lee, N Kim, J Kim, SM Park 2019 년 대한의용생체공학회 춘계학술대회, 2019 | | 2019 |
An ensemble approach for accurately predicting hypoglycemia W Seo, J Lee, S Lee, SM Park 2019 Frontiers in Medical Devices, 2019 | | 2019 |
Facial Expression Recognition With Deep Learning Approach For Detecting Stress W Seo, S Lee, SM Park Nvidia GPU Technology Conference, 2019 | | 2019 |
Deep neural networks for predicting blood glucose level of virtual patients with type 1 diabetes W Seo, S Lee, SM Park The Korean Society of Medical & Biological Engineering, 2018 | | 2018 |
tDCS Electrode Positioning Strategy with Simulation J Lee, YM Shon, W Seo, SM Park | | |