Quantitative

A letter addressing the impact of a flex ICU position on workload.

Citation
Smith BA, Henry KR, Nguyen K, Sikora A. A letter addressing the impact of a flex ICU position on workload. Hosp Pharm. 2025 Feb 13:00185787251318287. doi: 10.1177/00185787251318287. Epub ahead of print. PMID: 39959186; PMCID: PMC11826811.
Principal Investigator
Sikora, Andrea
Project Name
Artificial Intelligence-Based Health Information Technology Tools to Optimize Critical Care Pharmacist Resources Through Adverse Drug Event Prediction

Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload prediction.

Citation
Henry K, Deng S, Chen X, Zhang T, Devlin JW, Murphy DJ, Smith SE, Murray B, Kamaleswaran R, Most A, Sikora A; MRC‐ICU Investigator Team. Unsupervised machine learning analysis to identify patterns of ICU medication use for fluid overload prediction. Pharmacotherapy. 2025 Feb;45(2):76-86. doi: 10.1002/phar.4642. Epub 2025 Jan 3. PMID: 39749877; PMCID: PMC11834896.
Principal Investigator
Sikora, Andrea
Project Name
Artificial Intelligence-Based Health Information Technology Tools to Optimize Critical Care Pharmacist Resources Through Adverse Drug Event Prediction

Semi-automated pipeline to accelerate multi-site flowsheet alignment and concept mapping in electronic health records.

Citation
Fan H, Rossetti SC, Thate J, Mugoya R, Lai AM, Yen PY. Semi-automated pipeline to accelerate multi-site flowsheet alignment and concept mapping in electronic health records. J Am Med Inform Assoc. 2025 Jul 1;32(7):1140-1148. doi: 10.1093/jamia/ocaf076. PMID: 40378254; PMCID: PMC12202140.
Principal Investigator
Rossetti, Sarah Collins
Yen, Po-Yin
Project Name
Essential Nurse Documentation: Studying EHR Burden During COVID-19 (ENDBurden)

Evaluation of influenza vaccine clinical decision support systems bundle for hospitalized children.

Citation
Kandaswamy S, Masterson E, Blanco R, Lantis P, Dawson TE, Ray E, Bryant C, Iyer S, Shane AL, Jernigan S, Orenstein EW. Evaluation of influenza vaccine clinical decision support systems bundle for hospitalized children. Hosp Pediatr. 2025 Apr 1;15(4):351-359. doi: 10.1542/hpeds.2024-008099. PMID: 40037515.
Principal Investigator
Orenstein, Evan William
Project Name
Improving Influenza Vaccine Uptake in Acute Care Settings

The impact of an enhanced data visualization tool for hypertension in the electronic health record on physician judgments about hypertension control.

Citation
Shaffer VA, Wegier P, Valentine KD, Duan S, Canfield SM, Belden JL, Steege LM, Popescu M, Koopman RJ. The impact of an enhanced data visualization tool for hypertension in the electronic health record on physician judgments about hypertension control. J Gen Intern Med. 2025 Jul;40(10):2226-2232. doi: 10.1007/s11606-025-09381-1. Epub 2025 Feb 7. PMID: 39920429; PMCID: PMC12344071.
Principal Investigator
Koopman, Richelle J.
Project Name
Optimizing Display of Blood Pressure Data To Support Clinical Decision Making

Factors associated with perceived medication safety during transitions of care in patients with cancer: A secondary data analysis of a cross-sectional survey.

Citation
Cho Y, Hwang M, Gong Y, Jiang Y. Factors associated with perceived medication safety during transitions of care in patients with cancer: A secondary data analysis of a cross-sectional survey. Eur J Oncol Nurs. 2025 Jun;76:102857. doi: 10.1016/j.ejon.2025.102857. Epub 2025 Mar 4. PMID: 40068277; PMCID: PMC12146089.
Principal Investigator
Jiang, Yun
Gong, Yang
Project Name
Patient Engagement in Reporting Medication Events During Transitions of Care

Comparative effectiveness and safety of the JAK inhibitors and biologic disease-modifying antirheumatic drugs in treating children with nonsystemic juvenile idiopathic arthritis: A Bayesian meta-analysis of randomized controlled trials.

Citation
Li Y, Huang B, Andorf S, Yue X, Lovell DJ, Brunner HI. Comparative effectiveness and safety of the JAK inhibitors and biologic disease-modifying antirheumatic drugs in treating children with nonsystemic juvenile idiopathic arthritis: A Bayesian meta-analysis of randomized controlled trials. ACR Open Rheumatol. 2025 Feb;7(2):e11788. doi: 10.1002/acr2.11788. PMID: 39964338; PMCID: PMC11834587.
Principal Investigator
Morgan, Esi M.
Huang, Bin
Project Name
Inform Shared Decision Making with Advanced Bayesian Causal Inference to Improve Quality of Pediatric Rheumatology Care

The value of simulation testing for the evaluation of ambient digital scribes: A case report.

Citation
Biro JM, Handley JL, Mickler J, Reddy S, Kottamasu V, Ratwani RM, Cobb NK. The value of simulation testing for the evaluation of ambient digital scribes: A case report. J Am Med Inform Assoc. 2025 May 1;32(5):928-931. doi: 10.1093/jamia/ocaf052. PMID: 40116912; PMCID: PMC12012335.
Principal Investigator
Biro, Joshua
Project Name
Guiding the Safe and Effective Integration of Ambient Digital Scribes into Primary Care