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Artificial Intelligence in Health Publications

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Zimolzak AJ, Shahid U, Giardina TD, et al. Why Test Results Are Still Getting "Lost" to Follow-up: a Qualitative Study of Implementation Gaps. J Gen Intern Med. 2022 Jan;37(1):137-144. PMID: 33907982

Alkhairy S, Celi LA, Feng M, Zimolzak AJ. Acute kidney injury detection using refined and physiological-feature augmented urine output. Sci Rep. 2021 Oct 1;11(1):19561. PMID: 34599217

Zimolzak AJ, Davila JA, Punugoti V, et al. Lessons Learned from an Enterprise-Wide Clinical Datathon. AMIA Annual Symposium, oral presentation. San Diego, 2021-11-02.

Ryu JH, Zimolzak AJ. Natural Language Processing of Serum Protein Electrophoresis Reports in the Veterans Affairs Health Care System. JCO Clin Cancer Inform. 2020 Aug;4:749-756. PMID: 32813561

Vassy JL, Gaziano JM, Green RC, et al. Effect of Pharmacogenetic Testing for Statin Myopathy Risk vs Usual Care on Blood Cholesterol: A Randomized Clinical Trial. JAMA Netw Open. 2020 Dec 1;3(12):e2027092. PMID: 33270123

Fillmore N, Do N, Brophy M, Zimolzak A. Interactive Machine Learning for Laboratory Data Integration. Stud Health Technol Inform. 2019 Aug 21;264:133-137. PMID: 31437900

Fillmore NR, Yellapragada SV, Ifeorah C, et al. With equal access, African American patients have superior survival compared to white patients with multiple myeloma: a VA study. Blood. 2019 Jun 13;133(24):2615-2618. PMID: 31003998

Fiore L, Ferguson RE, Brophy M, et al. Implementation of a Precision Oncology Program as an Exemplar of a Learning Health Care System in the VA. Fed Pract. 2016 Feb;33(Suppl 1):26S-30S. PMID: 30766202

Badawi O, Brennan T, Celi LA, et al. Making big data useful for health care: a summary of the inaugural mit critical data conference. JMIR Med Inform. 2014 Aug 22;2(2):e22. PMID: 25600172

Celi LA, Zimolzak AJ, Stone DJ. Dynamic clinical data mining: search engine-based decision support. JMIR Med Inform. 2014 Jun 23;2(1):e13. PMID: 25600664

Zimolzak AJ, Spettell CM, Fernandes J, et al. Early detection of poor adherers to statins: applying individualized surveillance to pay for performance. PLoS One. 2013 Nov 4;8(11):e79611. PMID: 24223977

Horstman MJ, Stewart DE, Naik AD. Improving Patients’ Post-Discharge Communication: Making Every Word Count. Circulation. 2014;130:1091-1094, PMID 25245845

Horstman MJ, Mills WL, Herman LI, Cai C, Shelton G, Qdaisat T, Berger DH, Naik AD. Patient experience with discharge instructions in post-discharge recovery: a qualitative study. BMJ Open. 2017 Feb 22;7:e014842. doi: 10.1136/bmjopen-2016-014842. PMID 28228448

Naik AD, Horstman MJ, Li LT, Paasche-Orlow MK, Campbell B, Mills WL, Herman LI, Anaya DA, Trautner DW, Berger DH. User-centered design of discharge warning tools for colorectal surgery patients. J Am Med Inform Assoc. 2017;24(5):975-980. PMID 28340218

Du RY, Shelton G, Ledet CR, Mills W, Herman L, Horstman M, Trautner B, Awad S, Berger D, Naik AD. Implementation and Feasibility of the Re-Engineered Discharge for Surgery (RED-S) Intervention: A Pilot Study. J Healthc Qual. 2020 Jun 9. doi: 10.1097/JHQ.0000000000000266. PMID: 32544139

Horstman MJ, Cowart JB, McMaster-Baxter NL, Trautner BW, Stewart DE. A human factors approach to improving electronic performance measurement of venous thromboembolism prophylaxis. Int J Qual Health Care. 2016; 28(1):59-65. PMID: 26660442

Walker M, Gay L, Raynaldo G, Von Marensdorff H, Bates JT, Friedland JA, Park JH, Kehl E, Sowers B, Bhavani S, Lan C, Bozkurt B, Stewart DE, Horstman MJ. Impact of a Resident-Centered Interprofessional Quality Improvement Intervention on Acute Care Length of Stay. J Healthc Qual. 2018 Oct 26. doi: 10.1097/JHQ. 0000000000000156. PMID: 30383558

Patel V, Stewart D, Horstman MJ. E-consults: an effective way to decrease clinic wait times in Rheumatology. BMC Rheumatol. 2020;4:54. PMID: 33073171.

Horstman MJ, Li YF, Almenoff PL, Freyberg R, Trautner BW. Denominator Doesn’t Matter: Standardizing Healthcare-Associated Infection Rates by Bed-Days and Device-Days. Infect Control Hosp Epidemiol. 2015 Jun;36(6):710-6. PMID: 25782986

Horstman MJ, Naik AD. A ‘Just Culture’ for performance measures. BMJ Qual Saf. 2015;24:486-9. PMID: 25991867

Razjouyan, Javad, et al. "A neuro-fuzzy based model for accurate estimation of the Lyapunov exponents of an unknown dynamical system." International Journal of Bifurcation and Chaos 22.03 (2012).

Razjouyan, Javad, et al. "Recurrent Map Analysis of Digital Spiral Drawing Signal to Investigate Fine Motor Movement in Multiple Sclerosis Patients and Controls." Biomedical Engineering: Applications, Basis and Communications 26.05 (2014).

Mortaza, N., Osman, N. A. A., Jamshidi, A. A., & Razjouyan, J. (2013). Influence of functional knee bracing on the isokinetic and functional tests of anterior cruciate ligament deficient patients. PloS one, 8(5), e64308.

Siahi, M., Razjouyan, J., Khayat, O., Mansouri, A. A., & Azimi, Z. (2015). A multi-class bi-level thresholding method for accurate anthropometric measurements of scanned plantar images. Signal, Image and Video Processing, 9(2), 295-304.

Razjouyan, J., Grewal, G. S., Rishel, C., Parthasarathy, S., Mohler, J., & Najafi, B. (2017). Activity monitoring and heart rate variability as indicators of fall risk: proof-of-concept for application of wearable sensors in the acute care setting. Journal of gerontological nursing.

Razjouyan, J., Naik, A. D., Horstman, M. J., Kunik, M. E., Amirmazaheri, M., Zhou, H., ... & Najafi, B. (2018). Wearable sensors and the assessment of frailty among vulnerable older adults: an observational cohort study. Sensors, 18(5), 1336.

Brown, C. J., Foley, K. T., Lowman, J. D., MacLennan, P. A., Razjouyan, J., Najafi, B., ... & Allman, R. M. (2016). Comparison of posthospitalization function and community mobility in hospital mobility program and usual care patients: a randomized clinical trial. JAMA internal medicine, 176(7), 921-927.

Razjouyan, J., Grewal, G. S., Rishel, C., Parthasarathy, S., Mohler, J., & Najafi, B. (2017). Activity monitoring and heart rate variability as indicators of fall risk: proof-of-concept for application of wearable sensors in the acute care setting. Journal of gerontological nursing.

Lindberg, C. M., Srinivasan, K., Gilligan, B., Razjouyan, J., Lee, H., Najafi, B., ... & Sternberg, E. M. (2018). Effects of office workstation type on physical activity and stress. Occupational and environmental medicine, 75(10), 689-695.

Razjouyan, J., Lee, H., Gilligan, B., Lindberg, C., Nguyen, H., Canada, K., ... & Najafi, B. (2020). Wellbuilt for wellbeing: Controlling relative humidity in the workplace matters for our health. Indoor air, 30(1), 167-179.