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Scientific Reports|November 23, 2024
Medical language model specialized in extracting cardiac knowledgeHansle Gwon, Jiahn Seo, Seohyun Park, et al.
JMIR Public Health and Surveillance|October 13, 2021
Self-Training With Quantile Errors for Multivariate Missing Data Imputation for Regression Problems in Electronic Medical Records: Algorithm Development StudyHansle Gwon, Imjin Ahn, Yunha Kim, et al.
JMIR Medical Informatics|November 17, 2021
Machine Learning-Based Hospital Discharge Prediction for Patients With Cardiovascular Diseases: Development and Usability StudyImjin Ahn, Hansle Gwon, Heejun Kang, et al.
Computer Methods and Programs in Biomedicine|May 20, 2022
RIDAB: Electronic medical record-integrated real world data platform for predicting and summarizing interactions in biomedical research from heterogeneous data resourcesYunha Kim, Imjin Ahn, Ha Na Cho, et al.
Scientific Reports|December 8, 2022
Heterogeneous graph construction and HinSAGE learning from electronic medical recordsHa Na Cho, Imjin Ahn, Hansle Gwon, et al.
BMC Medical Informatics and Decision Making|January 29, 2021
CardioNet: a manually curated database for artificial intelligence-based research on cardiovascular diseasesImjin Ahn, Wonjun Na, Osung Kwon, et al.
BMC Medical Informatics and Decision Making|November 20, 2024
Explainable predictions of a machine learning model to forecast the postoperative length of stay for severe patients: machine learning model development and evaluationHa Na Cho, Imjin Ahn, Hansle Gwon, et al.
JMIR Medical Informatics|November 18, 2024
Task-Specific Transformer-Based Language Models in Health Care: Scoping ReviewHa Na Cho, Tae Joon Jun, Young-Hak Kim, et al.
Heliyon|February 2, 2024
Are polypharmacy side effects predicted by public data still valid in real-world data?Gaeun Kee, Hee Jun Kang, Imjin Ahn, et al.
Computers in Biology and Medicine|November 23, 2023
LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesisHansle Gwon, Imjin Ahn, Yunha Kim, et al.
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