Seo H - Search Results

1

Prediction of hospitalization and waiting time within 24 hours of emergency department patients with unstructured text data.

Seo H, Ahn I, Gwon H, Kang HJ, Kim Y, Cho HN, Choi H, Kim M, Han J, Kee G, Park S, Seo DW, Jun TJ, Kim YH. Seo H, et al. Among authors: seo dw. Health Care Manag Sci. 2024 Mar;27(1):114-129. doi: 10.1007/s10729-023-09660-5. Epub 2023 Nov 3. Health Care Manag Sci. 2024. PMID: 37921927 Free PMC article.

2

Self-Training With Quantile Errors for Multivariate Missing Data Imputation for Regression Problems in Electronic Medical Records: Algorithm Development Study.

Gwon H, Ahn I, Kim Y, Kang HJ, Seo H, Cho HN, Choi H, Jun TJ, Kim YH. Gwon H, et al. Among authors: seo h. JMIR Public Health Surveill. 2021 Oct 13;7(10):e30824. doi: 10.2196/30824. JMIR Public Health Surveill. 2021. PMID: 34643539 Free PMC article.

3

Machine Learning-Based Hospital Discharge Prediction for Patients With Cardiovascular Diseases: Development and Usability Study.

Ahn I, Gwon H, Kang H, Kim Y, Seo H, Choi H, Cho HN, Kim M, Jun TJ, Kim YH. Ahn I, et al. Among authors: seo h. JMIR Med Inform. 2021 Nov 17;9(11):e32662. doi: 10.2196/32662. JMIR Med Inform. 2021. PMID: 34787584 Free PMC article.

4

RIDAB: Electronic medical record-integrated real world data platform for predicting and summarizing interactions in biomedical research from heterogeneous data resources.

Kim Y, Ahn I, Cho HN, Gwon H, Kang HJ, Seo H, Choi H, Kim KP, Jun TJ, Kim YH. Kim Y, et al. Among authors: seo h. Comput Methods Programs Biomed. 2022 Jun;221:106866. doi: 10.1016/j.cmpb.2022.106866. Epub 2022 May 11. Comput Methods Programs Biomed. 2022. PMID: 35594580

5

Heterogeneous graph construction and HinSAGE learning from electronic medical records.

Cho HN, Ahn I, Gwon H, Kang HJ, Kim Y, Seo H, Choi H, Kim M, Han J, Kee G, Jun TJ, Kim YH. Cho HN, et al. Among authors: seo h. Sci Rep. 2022 Dec 7;12(1):21152. doi: 10.1038/s41598-022-25693-2. Sci Rep. 2022. PMID: 36477457 Free PMC article.

6

LDP-GAN : Generative adversarial networks with local differential privacy for patient medical records synthesis.

Gwon H, Ahn I, Kim Y, Kang HJ, Seo H, Choi H, Cho HN, Kim M, Han J, Kee G, Park S, Lee KH, Jun TJ, Kim YH. Gwon H, et al. Among authors: seo h. Comput Biol Med. 2024 Jan;168:107738. doi: 10.1016/j.compbiomed.2023.107738. Epub 2023 Nov 19. Comput Biol Med. 2024. PMID: 37995536

7

Machine learning models to predict the warfarin discharge dosage using clinical information of inpatients from South Korea.

Choi H, Kang HJ, Ahn I, Gwon H, Kim Y, Seo H, Cho HN, Han J, Kim M, Kee G, Park S, Kwon O, Roh JH, Kim AR, Kim JH, Jun TJ, Kim YH. Choi H, et al. Among authors: seo h. Sci Rep. 2023 Dec 18;13(1):22461. doi: 10.1038/s41598-023-49831-6. Sci Rep. 2023. PMID: 38105280 Free PMC article.

8

Correction to: Prediction of hospitalization and waiting time within 24 h of emergency department patients with unstructured text data.

Seo H, Ahn I, Gwon H, Kang HJ, Kim Y, Cho HN, Choi H, Kim M, Han J, Kee G, Park S, Seo DW, Jun TJ, Kim YH. Seo H, et al. Among authors: seo dw. Health Care Manag Sci. 2024 Mar;27(1):130. doi: 10.1007/s10729-023-09662-3. Health Care Manag Sci. 2024. PMID: 38198109 Free PMC article. No abstract available.

9

Are polypharmacy side effects predicted by public data still valid in real-world data?

Kee G, Kang HJ, Ahn I, Gwon H, Kim Y, Seo H, Choi H, Cho HN, Kim M, Han J, Park S, Kim K, Jun TJ, Kim YH. Kee G, et al. Among authors: seo h. Heliyon. 2024 Jan 17;10(2):e24620. doi: 10.1016/j.heliyon.2024.e24620. eCollection 2024 Jan 30. Heliyon. 2024. PMID: 38304832 Free PMC article.

10

Forecasting Hospital Room and Ward Occupancy Using Static and Dynamic Information Concurrently: Retrospective Single-Center Cohort Study.

Seo H, Ahn I, Gwon H, Kang H, Kim Y, Choi H, Kim M, Han J, Kee G, Park S, Ko S, Jung H, Kim B, Oh J, Jun TJ, Kim YH. Seo H, et al. JMIR Med Inform. 2024 Mar 21;12:e53400. doi: 10.2196/53400. JMIR Med Inform. 2024. PMID: 38513229 Free PMC article.

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