Quantitative

Jiang S, Mathias PC, Hendrix N, Shirts BH, Tarczy-Hornoch P, Veenstra D, Malone D, Devine B. Implementation of pharmacogenomic clinical decision support for health systems: a cost-utility analysis. Pharmacogenomics J. 2022 May;22(3):188-197. doi: 10.1038/s41397-022-00275-7. Epub 2022 Apr 1. PMID: 35365779; PMCID: PMC9156556.

Figueroa CA, Deliu N, Chakraborty B, Modiri A, Xu J, Aggarwal J, Jay Williams J, Lyles C, Aguilera A. Daily motivational text messages to promote physical activity in university students: Results from a microrandomized trial. Ann Behav Med. 2022 Feb 11;56(2):212-218. doi: 10.1093/abm/kaab028. PMID: 33871015.

Gallo T, Heise CW, Woosley RL, Tisdale JE, Antonescu CC, Gephart SM, Malone DC. Clinician Satisfaction with advanced clinical decision support to reduce the risk of torsades de pointes. J Patient Saf. 2022 Mar 2. doi: 10.1097/PTS.0000000000000996. Epub ahead of print. PMID: 35238815.

Jayakumar P, Moore MG, Furlough KA, Uhler LM, Andrawis JP, Koenig KM, Aksan N, Rathouz PJ, Bozic KJ. Comparison of an artificial intelligence-enabled patient decision aid vs educational material on decision quality, shared decision-making, patient experience, and functional outcomes in adults with knee osteoarthritis: A randomized clinical trial. JAMA Netw Open. 2021 Feb 1;4(2):e2037107. doi: 10.1001/jamanetworkopen.2020.37107. PMID: 33599773; PMCID: PMC7893500.

Watterson TL, Stone JA, Brown R, Xiong KZ, Schiefelbein A, Ramly E, Kleinschmidt P, Semanik M, Craddock L, Pitts S, Woodroof T, Chui MA. CancelRx: a health IT tool to reduce medication discrepancies in the outpatient setting. J Am Med Inform Assoc. 2021 Jul 14;28(7):1526-1533. doi: 10.1093/jamia/ocab038. PMID: 33835183.

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.

Anuj K Dalal, Nicholas Piniella, Theresa E Fuller, Denise Pong, Michael Pardo, Nathaniel Bessa, Catherine Yoon, Stuart Lipsitz, Jeffrey L Schnipper. Evaluation of electronic health record-integrated digital health tools to engage hospitalized patients in discharge preparation. Journal of the American Medical Informatics Association, Volume 28, Issue 4, April 2021, Pages 704–712, https://doi.org/10.1093/jamia/ocaa321

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.

Korach ZT, Gradwohl S, Messinger A, Bookman K, Cohen K, Zhou L, Goss F. Unsupervised clinical relevancy ranking of structured medical records to retrieve condition-specific information in the emergency department. Int J Med Inform. 2021 May;149:104410. doi: 10.1016/j.ijmedinf.2021.104410. Epub 2021 Feb 5. PMID: 33621793.

Kukhareva PV, Caverly TJ, Li H, Katki HA, Cheung LC, Reese TJ, Del Fiol G, Hess R, Wetter DW, Zhang Y, Taft TY, Flynn MC, Kawamoto K. Inaccuracies in electronic health records smoking data and a potential approach to address resulting underestimation in determining lung cancer screening eligibility. J Am Med Inform Assoc. 2022 Feb 15:ocac020. doi: 10.1093/jamia/ocac020. Epub ahead of print. PMID: 35167675.