Liu S - Search Results

1

Using large language model to guide patients to create efficient and comprehensive clinical care message.

Liu S, Wright AP, Mccoy AB, Huang SS, Genkins JZ, Peterson JF, Kumah-Crystal YA, Martinez W, Carew B, Mize D, Steitz B, Wright A. Liu S, et al. J Am Med Inform Assoc. 2024 Aug 1;31(8):1665-1670. doi: 10.1093/jamia/ocae142. J Am Med Inform Assoc. 2024. PMID: 38917441 Free PMC article.

2

A theory-based meta-regression of factors influencing clinical decision support adoption and implementation.

Liu S, Reese TJ, Kawamoto K, Del Fiol G, Weir C. Liu S, et al. J Am Med Inform Assoc. 2021 Oct 12;28(11):2514-2522. doi: 10.1093/jamia/ocab160. J Am Med Inform Assoc. 2021. PMID: 34387686 Free PMC article.

3

The potential for leveraging machine learning to filter medication alerts.

Liu S, Kawamoto K, Del Fiol G, Weir C, Malone DC, Reese TJ, Morgan K, ElHalta D, Abdelrahman S. Liu S, et al. J Am Med Inform Assoc. 2022 Apr 13;29(5):891-899. doi: 10.1093/jamia/ocab292. J Am Med Inform Assoc. 2022. PMID: 34990507 Free PMC article.

4

Improving the specificity of drug-drug interaction alerts: Can it be done?

Reese T, Wright A, Liu S, Boyce R, Romero A, Del Fiol G, Kawamoto K, Malone D. Reese T, et al. Among authors: liu s. Am J Health Syst Pharm. 2022 Jun 23;79(13):1086-1095. doi: 10.1093/ajhp/zxac045. Am J Health Syst Pharm. 2022. PMID: 35136935 Free PMC article.

5

Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials.

Reese TJ, Liu S, Steitz B, McCoy A, Russo E, Koh B, Ancker J, Wright A. Reese TJ, et al. Among authors: liu s. J Am Med Inform Assoc. 2022 Sep 12;29(10):1744-1756. doi: 10.1093/jamia/ocac089. J Am Med Inform Assoc. 2022. PMID: 35652167 Free PMC article.

6

New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record.

Liu S, Schlesinger JJ, McCoy AB, Reese TJ, Steitz B, Russo E, Koh B, Wright A. Liu S, et al. J Am Med Inform Assoc. 2022 Dec 13;30(1):120-131. doi: 10.1093/jamia/ocac210. J Am Med Inform Assoc. 2022. PMID: 36303456 Free PMC article.

7

Using AI-generated suggestions from ChatGPT to optimize clinical decision support.

Liu S, Wright AP, Patterson BL, Wanderer JP, Turer RW, Nelson SD, McCoy AB, Sittig DF, Wright A. Liu S, et al. J Am Med Inform Assoc. 2023 Jun 20;30(7):1237-1245. doi: 10.1093/jamia/ocad072. J Am Med Inform Assoc. 2023. PMID: 37087108 Free PMC article.

8

Leveraging natural language processing to identify eligible lung cancer screening patients with the electronic health record.

Liu S, McCoy AB, Aldrich MC, Sandler KL, Reese TJ, Steitz B, Bian J, Wu Y, Russo E, Wright A. Liu S, et al. Int J Med Inform. 2023 Sep;177:105136. doi: 10.1016/j.ijmedinf.2023.105136. Epub 2023 Jun 26. Int J Med Inform. 2023. PMID: 37392712 Free PMC article.

9

Development and Validation of a Machine Learning Algorithm Using Clinical Pages to Predict Imminent Clinical Deterioration.

Steitz BD, McCoy AB, Reese TJ, Liu S, Weavind L, Shipley K, Russo E, Wright A. Steitz BD, et al. Among authors: liu s. J Gen Intern Med. 2024 Jan;39(1):27-35. doi: 10.1007/s11606-023-08349-3. Epub 2023 Aug 1. J Gen Intern Med. 2024. PMID: 37528252 Free PMC article.

10

POINT: Pipeline for Offline Conversion and Integration of Geocodes and Neighborhood Data.

Guo K, McCoy AB, Reese TJ, Wright A, Rosenbloom ST, Liu S, Russo EM, Steitz BD. Guo K, et al. Among authors: liu s. Appl Clin Inform. 2023 Oct;14(5):833-842. doi: 10.1055/a-2148-6414. Epub 2023 Aug 4. Appl Clin Inform. 2023. PMID: 37541656 Free PMC article.

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