Baik SM - Search Results

1

Machine learning algorithm for early-stage prediction of severe morbidity in COVID-19 pneumonia patients based on bio-signals.

Baik SM, Kim KT, Lee H, Lee JH. Baik SM, et al. BMC Pulm Med. 2023 Apr 14;23(1):121. doi: 10.1186/s12890-023-02421-8. BMC Pulm Med. 2023. PMID: 37059983 Free PMC article.

2

The Future Direction of the Organ Donation System After Legislation of the Life-Sustaining Treatment Decision Act.

Baik SM, Park J, Kim TY, Lee JH, Hong KS. Baik SM, et al. Ann Transplant. 2021 Nov 23;26:e934345. doi: 10.12659/AOT.934345. Ann Transplant. 2021. PMID: 34811342 Free PMC article.

3

Deep learning approach for early prediction of COVID-19 mortality using chest X-ray and electronic health records.

Baik SM, Hong KS, Park DJ. Baik SM, et al. BMC Bioinformatics. 2023 May 9;24(1):190. doi: 10.1186/s12859-023-05321-0. BMC Bioinformatics. 2023. PMID: 37161395 Free PMC article.

4

Application and utility of boosting machine learning model based on laboratory test in the differential diagnosis of non-COVID-19 pneumonia and COVID-19.

Baik SM, Hong KS, Park DJ. Baik SM, et al. Clin Biochem. 2023 Aug;118:110584. doi: 10.1016/j.clinbiochem.2023.05.003. Epub 2023 May 19. Clin Biochem. 2023. PMID: 37211061 Free PMC article.

5

Machine learning model for osteoporosis diagnosis based on bone turnover markers.

Baik SM, Kwon HJ, Kim Y, Lee J, Park YH, Park DJ. Baik SM, et al. Health Informatics J. 2024 Jul-Sep;30(3):14604582241270778. doi: 10.1177/14604582241270778. Health Informatics J. 2024. PMID: 39115269 Free article.

6

Integrating ensemble and machine learning models for early prediction of pneumonia mortality using laboratory tests.

Baik SM, Hong KS, Lee JM, Park DJ. Baik SM, et al. Heliyon. 2024 Jul 14;10(14):e34525. doi: 10.1016/j.heliyon.2024.e34525. eCollection 2024 Jul 30. Heliyon. 2024. PMID: 39149016 Free PMC article.

7

Development of Machine-Learning Model to Predict COVID-19 Mortality: Application of Ensemble Model and Regarding Feature Impacts.

Baik SM, Lee M, Hong KS, Park DJ. Baik SM, et al. Diagnostics (Basel). 2022 Jun 14;12(6):1464. doi: 10.3390/diagnostics12061464. Diagnostics (Basel). 2022. PMID: 35741274 Free PMC article.

8

Validation of presepsin measurement for mortality prediction of sepsis: a preliminary study.

Baik SM, Park J, Kim TY, Choi SH, Hong KS. Baik SM, et al. Acute Crit Care. 2022 Nov;37(4):527-532. doi: 10.4266/acc.2022.00150. Epub 2022 Aug 19. Acute Crit Care. 2022. PMID: 36203234 Free PMC article.

9

Development of blood demand prediction model using artificial intelligence based on national public big data.

Kwon HJ, Park S, Park YH, Baik SM, Park DJ. Kwon HJ, et al. Among authors: baik sm. Digit Health. 2024 Jan 17;10:20552076231224245. doi: 10.1177/20552076231224245. eCollection 2024 Jan-Dec. Digit Health. 2024. PMID: 38250146 Free PMC article.

10

Impact of nutrition-related laboratory tests on mortality of patients who are critically ill using artificial intelligence: A focus on trace elements, vitamins, and cholesterol.

Park DJ, Baik SM, Lee H, Park H, Lee JM. Park DJ, et al. Among authors: baik sm. Nutr Clin Pract. 2024 Oct 25. doi: 10.1002/ncp.11238. Online ahead of print. Nutr Clin Pract. 2024. PMID: 39450866

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