| CardioNet: a manually curated database for artificial intelligence-based research on cardiovascular diseases I Ahn, W Na, O Kwon, DH Yang, GM Park, H Gwon, HJ Kang, YU Jeong, ... BMC medical informatics and decision making 21, 1-15, 2021 | 35 | 2021 |
| Machine learning–based hospital discharge prediction for patients with cardiovascular diseases: Development and usability study I Ahn, H Gwon, H Kang, Y Kim, H Seo, H Choi, HN Cho, M Kim, TJ Jun, ... JMIR Medical Informatics 9 (11), e32662, 2021 | 15 | 2021 |
| LDP-GAN: Generative adversarial networks with local differential privacy for patient medical records synthesis H Gwon, I Ahn, Y Kim, HJ Kang, H Seo, H Choi, HN Cho, M Kim, JY Han, ... Computers in Biology and Medicine 168, 107738, 2024 | 9 | 2024 |
| Prediction of hospitalization and waiting time within 24 hours of emergency department patients with unstructured text data H Seo, I Ahn, H Gwon, HJ Kang, Y Kim, HN Cho, H Choi, M Kim, J Han, ... Health Care Management Science 27 (1), 114-129, 2024 | 6 | 2024 |
| Heterogeneous graph construction and HinSAGE learning from electronic medical records HN Cho, I Ahn, H Gwon, HJ Kang, Y Kim, H Seo, H Choi, M Kim, J Han, ... Scientific Reports 12 (1), 21152, 2022 | 6 | 2022 |
| Self–Training With Quantile Errors for Multivariate Missing Data Imputation for Regression Problems in Electronic Medical Records: Algorithm Development Study H Gwon, I Ahn, Y Kim, HJ Kang, H Seo, HN Cho, H Choi, TJ Jun, YH Kim JMIR Public Health and Surveillance 7 (10), e30824, 2021 | 6 | 2021 |
| RIDAB: Electronic medical record-integrated real world data platform for predicting and summarizing interactions in biomedical research from heterogeneous data resources Y Kim, I Ahn, HN Cho, H Gwon, HJ Kang, H Seo, H Choi, KP Kim, TJ Jun, ... Computer Methods and Programs in Biomedicine 221, 106866, 2022 | 4 | 2022 |
| Machine learning models to predict the warfarin discharge dosage using clinical information of inpatients from South Korea H Choi, HJ Kang, I Ahn, H Gwon, Y Kim, H Seo, HN Cho, JY Han, M Kim, ... Scientific reports 13 (1), 22461, 2023 | 3 | 2023 |
| HeartBERT: A language model pre-trained on anopen source dataset for cardiac text mining H Gwon, H Seo, S Park, YH Kim, TJ Jun | 1 | 2024 |
| InMD-X: Large Language Models for Internal Medicine Doctors H Gwon, I Ahn, H Jung, B Kim, YH Kim, TJ Jun arXiv preprint arXiv:2402.11883, 2024 | 1 | 2024 |
| NOTE: Notable generation Of patient Text summaries through Efficient approach based on direct preference optimization I Ahn, H Gwon, YH Kim, TJ Jun, S Park arXiv preprint arXiv:2402.11882, 2024 | 1 | 2024 |
| Multi-Response Preference Optimization with Augmented Ranking Dataset H Gwon, I Ahn, YH Kim, S Park, TJ Jun arXiv preprint arXiv:2412.07812, 2024 | | 2024 |
| Medical language model specialized in extracting cardiac knowledge H Gwon, J Seo, S Park, YH Kim, TJ Jun Scientific Reports 14 (1), 29059, 2024 | | 2024 |
| Explainable predictions of a machine learning model to forecast the postoperative length of stay for severe patients: machine learning model development and evaluation HN Cho, I Ahn, H Gwon, HJ Kang, Y Kim, H Seo, H Choi, M Kim, J Han, ... BMC Medical Informatics and Decision Making 24 (1), 350, 2024 | | 2024 |
| Task-Specific Transformer-Based Language Models in Health Care: Scoping Review HN Cho, TJ Jun, YH Kim, H Kang, I Ahn, H Gwon, Y Kim, J Seo, H Choi, ... JMIR Medical Informatics 12, e49724, 2024 | | 2024 |
| Forecasting Hospital Room and Ward Occupancy Using Static and Dynamic Information Concurrently: Retrospective Single-Center Cohort Study H Seo, I Ahn, H Gwon, H Kang, Y Kim, H Choi, M Kim, J Han, G Kee, ... JMIR Medical Informatics 12, e53400, 2024 | | 2024 |
| Are polypharmacy side effects predicted by public data still valid in real-world data? G Kee, HJ Kang, I Ahn, H Gwon, Y Kim, H Seo, H Choi, HN Cho, M Kim, ... Heliyon 10 (2), 2024 | | 2024 |
| Correction to: Prediction of hospitalization and waiting time within 24 h of emergency department patients with unstructured text data H Seo, I Ahn, H Gwon, HJ Kang, Y Kim, HN Cho, H Choi, M Kim, J Han, ... Health Care Management Science 27 (1), 130, 2024 | | 2024 |
| Explainable predictions of a machine learning model to forecast the postoperative length of stay for severe patients HN Cho, I Ahn, H Gwon, HJ Kang, Y Kim, H Seo, H Choi, M Kim, J Han, ... | | 2022 |
