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Using Machine Learning To Define the Impact of Beta-Lactam Early and Cumulative Target Attainment on Outcomes in Intensive Care Unit Patients with Hospital-Acquired and Ventilator-Associated Pneumonia.
Alshaer MH, Maranchick N, Bai C, Maguigan KL, Shoulders B, Felton TW, Mathew SK, Mardini MT, Peloquin CA. Alshaer MH, et al. Among authors: mardini mt. Antimicrob Agents Chemother. 2022 Jul 19;66(7):e0056322. doi: 10.1128/aac.00563-22. Epub 2022 Jun 14. Antimicrob Agents Chemother. 2022. PMID: 35699444 Free PMC article.
Using Smartwatches to Detect Face Touching.
Bai C, Chen YP, Wolach A, Anthony L, Mardini MT. Bai C, et al. Among authors: mardini mt. Sensors (Basel). 2021 Sep 30;21(19):6528. doi: 10.3390/s21196528. Sensors (Basel). 2021. PMID: 34640848 Free PMC article.
Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes.
Sajdeya R, Mardini MT, Tighe PJ, Ison RL, Bai C, Jugl S, Hanzhi G, Zandbiglari K, Adiba FI, Winterstein AG, Pearson TA, Cook RL, Rouhizadeh M. Sajdeya R, et al. Among authors: mardini mt. J Am Med Inform Assoc. 2023 Jul 19;30(8):1418-1428. doi: 10.1093/jamia/ocad080. J Am Med Inform Assoc. 2023. PMID: 37178155 Free PMC article.
Utilization of the percutaneous left ventricular support as bridge to heart transplantation across the United States: In-depth UNOS database analysis.
Al-Ani MA, Bai C, Bledsoe M, Ahmed MM, Vilaro JR, Parker AM, Aranda JM Jr, Jeng E, Shickel B, Bihorac A, Peek GJ, Bleiweis MS, Jacobs JP, Mardini MT. Al-Ani MA, et al. Among authors: mardini mt. J Heart Lung Transplant. 2023 Nov;42(11):1597-1607. doi: 10.1016/j.healun.2023.06.002. Epub 2023 Jun 10. J Heart Lung Transplant. 2023. PMID: 37307906 Free article.
28 results