Kim M - 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: kim yh, kim m, kim y. 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

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: kim yh, kim m, kim y. JMIR Med Inform. 2021 Nov 17;9(11):e32662. doi: 10.2196/32662. JMIR Med Inform. 2021. PMID: 34787584 Free PMC article.

3

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: kim yh, kim m, kim y. Sci Rep. 2022 Dec 7;12(1):21152. doi: 10.1038/s41598-022-25693-2. Sci Rep. 2022. PMID: 36477457 Free PMC article.

4

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: kim yh, kim m, kim y. Comput Biol Med. 2024 Jan;168:107738. doi: 10.1016/j.compbiomed.2023.107738. Epub 2023 Nov 19. Comput Biol Med. 2024. PMID: 37995536

5

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: kim yh, kim ar, kim m, kim y, kim jh. Sci Rep. 2023 Dec 18;13(1):22461. doi: 10.1038/s41598-023-49831-6. Sci Rep. 2023. PMID: 38105280 Free PMC article.

6

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: kim yh, kim m, kim y. 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.

7

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: kim yh, kim m, kim y, kim k. 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.

8

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. Among authors: kim yh, kim b, kim m, kim y. JMIR Med Inform. 2024 Mar 21;12:e53400. doi: 10.2196/53400. JMIR Med Inform. 2024. PMID: 38513229 Free PMC article.

9

Time series forecasting of weight for diuretic dose adjustment using bidirectional long short-term memory.

Choi H, Kim Y, Kang H, Seo H, Kim M, Han J, Kee G, Park S, Ko S, Jung H, Kim B, Roh JH, Jun TJ, Kim YH. Choi H, et al. Among authors: kim yh, kim b, kim m, kim y. Sci Rep. 2024 Jul 31;14(1):17723. doi: 10.1038/s41598-024-68663-6. Sci Rep. 2024. PMID: 39085306 Free PMC article.

10

Development and transfer learning of self-attention model for major adverse cardiovascular events prediction across hospitals.

Kim Y, Kang H, Seo H, Choi H, Kim M, Han J, Kee G, Park S, Ko S, Jung H, Kim B, Jun TJ, Roh JH, Kim YH. Kim Y, et al. Among authors: kim yh, kim b, kim m. Sci Rep. 2024 Oct 8;14(1):23443. doi: 10.1038/s41598-024-74366-9. Sci Rep. 2024. PMID: 39379478 Free PMC article.

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