Lee KS - Search Results

1

Graph Machine Learning With Systematic Hyper-Parameter Selection on Hidden Networks and Mental Health Conditions in the Middle-Aged and Old.

Lee KS, Ham BJ. Lee KS, et al. Psychiatry Investig. 2024 Dec;21(12):1382-1390. doi: 10.30773/pi.2024.0249. Epub 2024 Dec 23. Psychiatry Investig. 2024. PMID: 39757816 Free PMC article.

2

Machine Learning on Early Diagnosis of Depression.

Lee KS, Ham BJ. Lee KS, et al. Psychiatry Investig. 2022 Aug;19(8):597-605. doi: 10.30773/pi.2022.0075. Epub 2022 Aug 24. Psychiatry Investig. 2022. PMID: 36059048 Free PMC article.

3

Relationships of Antidepressant Medication With Its Various Factors Including Nitrogen Dioxides Seasonality: Machine Learning Analysis Using National Health Insurance Data.

Lee KS, Kim HI, Ham BJ. Lee KS, et al. Psychiatry Investig. 2023 Jun;20(6):515-523. doi: 10.30773/pi.2022.0352. Epub 2023 May 30. Psychiatry Investig. 2023. PMID: 37248689 Free PMC article.

4

ORIGINAL ARTICLE: Associations of antidepressant medication with its various predictors including particulate matter: Machine learning analysis using national health insurance data.

Lee KS, Kim G, Ham BJ. Lee KS, et al. J Psychiatr Res. 2022 Mar;147:67-78. doi: 10.1016/j.jpsychires.2022.01.011. Epub 2022 Jan 6. J Psychiatr Res. 2022. PMID: 35026595

5

Machine learning on thyroid disease: a review.

Lee KS, Park H. Lee KS, et al. Front Biosci (Landmark Ed). 2022 Mar 16;27(3):101. doi: 10.31083/j.fbl2703101. Front Biosci (Landmark Ed). 2022. PMID: 35345333 Free article. Review.

6

Machine learning analysis for the association between breast feeding and metabolic syndrome in women.

Lee JS, Choi ES, Lee H, Son S, Lee KS, Ahn KH. Lee JS, et al. Among authors: lee h, lee ks. Sci Rep. 2024 Feb 20;14(1):4138. doi: 10.1038/s41598-024-53137-6. Sci Rep. 2024. PMID: 38374105 Free PMC article.

7

Preterm birth and maternal heart disease: A machine learning analysis using the Korean national health insurance database.

Lee JS, Choi ES, Hwang Y, Lee KS, Ahn KH. Lee JS, et al. Among authors: lee ks. PLoS One. 2023 Mar 31;18(3):e0283959. doi: 10.1371/journal.pone.0283959. eCollection 2023. PLoS One. 2023. PMID: 37000887 Free PMC article.

8

Association of preterm birth with medications: machine learning analysis using national health insurance data.

Lee KS, Song IS, Kim ES, Kim HI, Ahn KH. Lee KS, et al. Arch Gynecol Obstet. 2022 May;305(5):1369-1376. doi: 10.1007/s00404-022-06405-7. Epub 2022 Jan 17. Arch Gynecol Obstet. 2022. PMID: 35038042

9

Explainable artificial intelligence for predicting red blood cell transfusion in geriatric patients undergoing hip arthroplasty: Machine learning analysis using national health insurance data.

Seong H, Lee KS, Choi Y, Na D, Kim J, Shin HJ, Ahn KH. Seong H, et al. Among authors: lee ks. Medicine (Baltimore). 2024 Feb 23;103(8):e36909. doi: 10.1097/MD.0000000000036909. Medicine (Baltimore). 2024. PMID: 38394543 Free PMC article.

10

Association of Preterm Birth with Depression and Particulate Matter: Machine Learning Analysis Using National Health Insurance Data.

Lee KS, Kim HI, Kim HY, Cho GJ, Hong SC, Oh MJ, Kim HJ, Ahn KH. Lee KS, et al. Diagnostics (Basel). 2021 Mar 19;11(3):555. doi: 10.3390/diagnostics11030555. Diagnostics (Basel). 2021. PMID: 33808913 Free PMC article.

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