Kim S - Search Results

1

Development and Structure of an Accurate Machine Learning Algorithm to Predict Inpatient Mortality and Hospice Outcomes in the Coronavirus Disease 2019 Era.

Chi S, Guo A, Heard K, Kim S, Foraker R, White P, Moore N. Chi S, et al. Among authors: kim s. Med Care. 2022 May 1;60(5):381-386. doi: 10.1097/MLR.0000000000001699. Med Care. 2022. PMID: 35230273 Free PMC article.

2

Predictive Modeling for Clinical Features Associated With Neurofibromatosis Type 1.

Morris SM, Gupta A, Kim S, Foraker RE, Gutmann DH, Payne PRO. Morris SM, et al. Among authors: kim s. Neurol Clin Pract. 2021 Dec;11(6):497-505. doi: 10.1212/CPJ.0000000000001089. Neurol Clin Pract. 2021. PMID: 34987881 Free PMC article.

3

Classifying clinical work settings using EHR audit logs: a machine learning approach.

Kim S, Lou SS, Baratta LR, Kannampallil T. Kim S, et al. Am J Manag Care. 2023 Jan 1;29(1):e24-e30. doi: 10.37765/ajmc.2023.89310. Am J Manag Care. 2023. PMID: 36716161 Free article.

4

Advanced Care Planning for Hospitalized Patients Following Clinician Notification of Patient Mortality by a Machine Learning Algorithm.

Chi S, Kim S, Reuter M, Ponzillo K, Oliver DP, Foraker R, Heard K, Liu J, Pitzer K, White P, Moore N. Chi S, et al. Among authors: kim s. JAMA Netw Open. 2023 Apr 3;6(4):e238795. doi: 10.1001/jamanetworkopen.2023.8795. JAMA Netw Open. 2023. PMID: 37071421 Free PMC article.

5

Machine Learning for Benchmarking Adolescent Idiopathic Scoliosis Surgery Outcomes.

Gupta A, Oh IY, Kim S, Marks MC, Payne PRO, Ames CP, Pellise F, Pahys JM, Fletcher ND, Newton PO, Kelly MP; Harms Study Group. Gupta A, et al. Among authors: kim s. Spine (Phila Pa 1976). 2023 Aug 15;48(16):1138-1147. doi: 10.1097/BRS.0000000000004734. Epub 2023 May 29. Spine (Phila Pa 1976). 2023. PMID: 37249385

6

Measuring cognitive effort using tabular transformer-based language models of electronic health record-based audit log action sequences.

Kim S, Warner BC, Lew D, Lou SS, Kannampallil T. Kim S, et al. J Am Med Inform Assoc. 2024 Oct 1;31(10):2228-2235. doi: 10.1093/jamia/ocae171. J Am Med Inform Assoc. 2024. PMID: 39001791

7

Effect of clinician attention switching on workload and wrong-patient errors.

Lou SS, Kim S, Harford D, Warner BC, Payne PRO, Abraham J, Kannampallil T. Lou SS, et al. Among authors: kim s. Br J Anaesth. 2022 Jul;129(1):e22-e24. doi: 10.1016/j.bja.2022.04.012. Epub 2022 May 12. Br J Anaesth. 2022. PMID: 35568509 Free PMC article. No abstract available.

8

Deep learning algorithm for predicting left ventricular systolic dysfunction in atrial fibrillation with rapid ventricular response.

Jeong JH, Kang S, Lee HS, Lee MS, Son JM, Kwon JM, Lee HS, Choi YY, Kim SR, Cho DH, Kim YG, Kim MN, Shim J, Park SM, Kim YH, Choi JI. Jeong JH, et al. Among authors: kim sr. Eur Heart J Digit Health. 2024 Aug 19;5(6):683-691. doi: 10.1093/ehjdh/ztae062. eCollection 2024 Nov. Eur Heart J Digit Health. 2024. PMID: 39563911 Free PMC article.

9

Is a Training Program in Pediatric Abdominal Ultrasonography Necessary for Pediatricians?

Kim SC. Kim SC. Pediatr Gastroenterol Hepatol Nutr. 2024 Nov;27(6):333-335. doi: 10.5223/pghn.2024.27.6.333. Epub 2024 Nov 5. Pediatr Gastroenterol Hepatol Nutr. 2024. PMID: 39563836 Free PMC article.

10

Ethical issues in implementation science: perspectives from a National Heart, Lung, and Blood Institute workshop.

Dickert NW, Spiegelman D, Blumenthal-Barby JS, Graham G, Joffe S, Kahn JM, Kass NE, Kim SYH, Kerlin MP, Langford AT, Lavery JV, Matlock DD, Fenton KN, Mensah GA. Dickert NW, et al. Among authors: kim syh. Implement Sci. 2024 Nov 19;19(1):77. doi: 10.1186/s13012-024-01403-6. Implement Sci. 2024. PMID: 39563405

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