| Effectiveness of transfer learning for deep learning-based electrocardiogram analysis JH Jang, TY Kim, D Yoon Healthcare informatics research 27 (1), 19, 2021 | 31 | 2021 |
| Deep learning approach for imputation of missing values in actigraphy data: Algorithm development study JH Jang, J Choi, HW Roh, SJ Son, CH Hong, EY Kim, TY Kim, D Yoon JMIR mHealth and uHealth 8 (7), e16113, 2020 | 25 | 2020 |
| Unsupervised feature learning for electrocardiogram data using the convolutional variational autoencoder JH Jang, TY Kim, HS Lim, D Yoon PLoS One 16 (12), e0260612, 2021 | 19 | 2021 |
| Automated detection of acute myocardial infarction using asynchronous electrocardiogram signals—preview of implementing artificial intelligence with multichannel … C Han, Y Song, HS Lim, Y Tae, JH Jang, BT Lee, Y Lee, W Bae, D Yoon Journal of Medical Internet Research 23 (9), e31129, 2021 | 18 | 2021 |
| Discovering hidden information in biosignals from patients using artificial intelligence D Yoon, JH Jang, BJ Choi, TY Kim, CH Han Korean journal of anesthesiology 73 (4), 275, 2020 | 18 | 2020 |
| Construction of an electrocardiogram database including 12 lead waveforms D Chung, J Choi, JH Jang, TY Kim, JH Byun, H Park, HS Lim, RW Park, ... Healthcare informatics research 24 (3), 242, 2018 | 18 | 2018 |
| Quantitative evaluation of the relationship between T-wave-based features and serum potassium level in real-world clinical practice D Yoon, HS Lim, JC Jeong, TY Kim, J Choi, JH Jang, E Jeong, CM Park BioMed Research International 2018, 2018 | 14 | 2018 |
| Predicting intraoperative hypotension using deep learning with waveforms of arterial blood pressure, electroencephalogram, and electrocardiogram: Retrospective study YY Jo, JH Jang, J Kwon, HC Lee, CW Jung, S Byun, HG Jeong Plos one 17 (8), e0272055, 2022 | 8 | 2022 |
| Electrocardiographic biomarker based on machine learning for detecting overt hyperthyroidism B Choi, JH Jang, M Son, MS Lee, YY Jo, JY Jeon, U Jin, M Soh, RW Park, ... European Heart Journal-Digital Health 3 (2), 255-264, 2022 | 7 | 2022 |
| Machine learning approach for active vaccine safety monitoring Y Kim, JH Jang, N Park, NY Jeong, E Lim, S Kim, NK Choi, D Yoon Journal of Korean Medical Science 36 (31), 2021 | 5 | 2021 |
| Modeling brain volume using deep learning-based physical activity features in patients with dementia B Park, BJ Choi, H Lee, JH Jang, HW Roh, EY Kim, CH Hong, SJ Son, ... Frontiers in Neuroinformatics 16, 795171, 2022 | 3 | 2022 |
| Does Exposure to Computed Tomography Contrast Media Increase Risk of End-Stage Renal Disease? E Lim, JH Jang, D Yoon, YG Min, HH Kim Medical Science Monitor: International Medical Journal of Experimental and …, 2020 | 3 | 2020 |
| Identifying atrial fibrillation with sinus rhythm electrocardiogram in embolic stroke of undetermined source: a validation study with insertable cardiac monitors KH Jeon, JH Jang, S Kang, HS Lee, MS Lee, JM Son, YY Jo, TJ Park, ... Korean Circulation Journal 53 (11), 758, 2023 | 2 | 2023 |
| ECGT2T: Towards Synthesizing Twelve-Lead Electrocardiograms from Two Asynchronous Leads YY Jo, YS Choi, JH Jang, JM Kwon ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | | 2023 |
| Novel Electrocardiogram Generating Technique Using Artificial Intelligence: From 2-lead to 12-lead HS Lee, YY Jo, S Kang, JH Jang, JM Son, MS Lee, JM Kwon Circulation 146 (Suppl_1), A13564-A13564, 2022 | | 2022 |
| Opening the Black Box of Artificial Intelligence: Visualization of Detecting Heart Failure Subtypes Using Electrocardiography HS Lee, JH Jang, S Kang, YY Jo, JM Son, MS Lee, JM Kwon Circulation 146 (Suppl_1), A13558-A13558, 2022 | | 2022 |
| Electrocardiographic-Based Artificial Intelligence Model in Prediction of 1-year Mortality in Heart Failure With Reduced Ejection Fraction HS Lee, S Kang, JH Jang, YY Jo, JM Son, MS Lee, JM Kwon Circulation 146 (Suppl_1), A13550-A13550, 2022 | | 2022 |
| Towards Synthesizing Twelve-Lead Electrocardiograms from Two Asynchronous Leads YY Jo, YS Choi, JH Jang, JM Kwon arXiv preprint arXiv:2103.00006, 2021 | | 2021 |
| Cheyne-Stokes Respiration and Prognosis in Neurocritical Patients TJ Kim, D Yoon, JH Kim, JH Jang Journal of Sleep Medicine 17 (1), 84-92, 2020 | | 2020 |
