Journal Publication

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.

Hershberger PJ, Pei Y, Bricker DA, Crawford TN, Shivakumar A, Vasoya M, Medaramitta R, Rechtin M, Bositty A, Wilson JF. Advancing motivational interviewing training with artificial intelligence: ReadMI. Adv Med Educ Pract. 2021 Jun 4;12:613-618. doi: 10.2147/AMEP.S312373. PMID: 34113205; PMCID: PMC8186935.

Guo JW, Wallace AS, Luther BL, Wong B. Psychometric evaluation of the screener for intensifying community referrals for health. Eval Health Prof. 2021 Jul 8:1632787211029360. doi: 10.1177/01632787211029360. Epub ahead of print. PMID: 34235988; PMCID: PMC8741833.

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.

Abraham J, Galanter WL, Touchette D, Xia Y, Holzer KJ, Leung V, Kannampallil T. Risk factors associated with medication ordering errors. J Am Med Inform Assoc. 2021 Jan 15;28(1):86-94. doi: 10.1093/jamia/ocaa264. PMID: 33221852; PMCID: PMC7810458.

King CR, Abraham J, Fritz BA, Cui Z, Galanter W, Chen Y, Kannampallil T. Predicting self-intercepted medication ordering errors using machine learning. PLoS One. 2021 Jul 14;16(7):e0254358. doi: 10.1371/journal.pone.0254358. PMID: 34260662; PMCID: PMC8279397.

Snyder ME, Adeoye-Olatunde OA, Gernant SA, DiIulio J, Jaynes HA, Doucette WR, Russ-Jara AL. A user-centered evaluation of medication therapy management alerts for community pharmacists: Recommendations to improve usability and usefulness. Res Social Adm Pharm. 2021 Aug;17(8):1433-1443. doi: 10.1016/j.sapharm.2020.10.015. Epub 2020 Nov 4. PMID: 33250363.

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.