| 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 | 8 | 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 | 3 | 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 | 3 | 2021 |
| 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 | 2 | 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 | 2 | 2022 |
| 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 | 1 | 2024 |
| 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 | 1 | 2023 |
| 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: Machine Learning Model Development and Evaluation HN Cho, I Ahn, H Gwon, HJ Kang, Y Kim, H Seo, H Choi, M Kim, J Han, ... | | 2023 |
| Task-Specific Transformer-Based Language Models in Medicine: A Survey (Preprint) HN Cho JMIR Medical Informatics 49724, https://preprints.jmir.org/preprint/4972, 2023 | | 2023 |
| 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 |
