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Customizing Value-Based Methods to Prioritize Implementation of Pharmacogenomic Clinical Decision Support for Learning Health Systems - Final Report

Citation
Devine E. Customizing Value-Based Methods to Prioritize Implementation of Pharmacogenomic Clinical Decision Support for Learning Health Systems - Final Report. (Prepared by the University of Washington under Grant No. R21 HS026544). Rockville, MD: Agency for Healthcare Research and Quality, 2022.
Principal Investigator
Devine, Emily B.
Project Name
Customizing Value-Based Methods to Prioritize Implementation of Pharmacogenomic Clinical Decision Support for Learning Health Systems

Early identification of epilepsy surgery candidates: A multicenter, machine learning study.

Citation
Wissel BD, Greiner HM, Glauser TA, Pestian JP, Kemme AJ, Santel D, Ficker DM, Mangano FT, Szczesniak RD, Dexheimer JW. Early identification of epilepsy surgery candidates: A multicenter, machine learning study. Acta Neurol Scand. 2021 Jul;144(1):41-50. doi: 10.1111/ane.13418. Epub 2021 Mar 26. PMID: 33769560; PMCID: PMC8178229.
Principal Investigator
Dexheimer, Judith W.
Project Name
Optimal Methods for Notifying Clinicians About Epilepsy Surgery Patients

Use of machine learning to develop and evaluate models using preoperative and intraoperative data to identify risks of postoperative complications.

Citation
Xue B, Li D, Lu C, King CR, Wildes T, Avidan MS, Kannampallil T, Abraham J. Use of machine learning to develop and evaluate models using preoperative and intraoperative data to identify risks of postoperative complications. JAMA Netw Open. 2021 Mar 1;4(3):e212240. doi: 10.1001/jamanetworkopen.2021.2240. PMID: 33783520; PMCID: PMC8010590.
Principal Investigator
Avidan, Michael
Project Name
Anesthesiology Control Tower: Feedback Alerts to Supplement Treatment (ACTFAST)

Identifying health information technology usability issues contributing to medication errors across medication process stages.

Citation
Adams KT, Pruitt Z, Kazi S, Hettinger AZ, Howe JL, Fong A, Ratwani RM. Identifying health information technology usability issues contributing to medication errors across medication process stages. J Patient Saf. 2021 Dec 1;17(8):e988-e994. doi: 10.1097/PTS.0000000000000868. PMID: 34009868.
Principal Investigator
Ratwani, Raj M.
Project Name
Improving Patient Safety and Clinician Cognitive Support Through eMAR Redesign

External validation of the IMPROVE-DD risk assessment model for venous thromboembolism among inpatients with COVID-19.

Citation
Goldin M, Lin SK, Kohn N, Qiu M, Cohen SL, Barish MA, Gianos E, Diaz A, Richardson S, Giannis D, Chatterjee S, Coppa K, Hirsch JS, Ngu S, Firoozan S, McGinn T, Spyropoulos AC. External validation of the IMPROVE-DD risk assessment model for venous thromboembolism among inpatients with COVID-19. J Thromb Thrombolysis. 2021 Jun 19:1–4. doi: 10.1007/s11239-021-02504-5. Epub ahead of print. PMID: 34146235; PMCID: PMC8214061.
Principal Investigator
Spyropoulos, Alex
Project Name
Implementation of a Novel Multi-Platform Evidence-Based Clinical Decision Support System

Association of display of patient photographs in the electronic health record with wrong-patient order entry errors.

Citation
Salmasian H, Blanchfield BB, Joyce K, Centeio K, Schiff GB, Wright A, Baugh CW, Schuur JD, Bates DW, Adelman JS, Landman AB. Association of display of patient photographs in the electronic health record with wrong-patient order entry errors. JAMA Netw Open. 2020 Nov 2;3(11):e2019652. doi: 10.1001/jamanetworkopen.2020.19652. PMID: 33175173.
Principal Investigator
Adelman, Jason Stuart
Project Name
Providing Evidence and Developing a Toolkit to Accelerate the Adoption of Patient Photographs in Electronic Health Records

Risk of wrong-patient orders among multiple vs singleton births in the neonatal intensive care units of 2 integrated health care systems.

Citation
Adelman JS, Applebaum JR, Southern WN, Schechter CB, Aschner JL, Berger MA, Racine AD, Chacko B, Dadlez NM, Goffman D, Babineau J, Green RA, Vawdrey DK, Manzano W, Barchi D, Albanese C, Bates DW, Salmasian H. Risk of wrong-patient orders among multiple vs singleton births in the neonatal intensive care units of 2 integrated health care systems. JAMA Pediatr. 2019 Aug 26. doi:
10.1001/jamapediatrics.2019.2733. [Epub ahead of print] PMID: 31449284.
Principal Investigator
Adelman, Jason Stuart
Project Name
Develop and Validate Health IT Safety Measures To Capture Violations of the Five Rights of Medication Safety