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Using Machine Learning to Predict Likelihood and Cause of Readmission After Hospitalization for Chronic Obstructive Pulmonary Disease Exacerbation.
Bonomo M, Hermsen MG, Kaskovich S, Hemmrich MJ, Rojas JC, Carey KA, Venable LR, Churpek MM, Press VG. Bonomo M, et al. Among authors: churpek mm. Int J Chron Obstruct Pulmon Dis. 2022 Oct 20;17:2701-2709. doi: 10.2147/COPD.S379700. eCollection 2022. Int J Chron Obstruct Pulmon Dis. 2022. PMID: 36299799 Free PMC article.
Individualized Treatment Effects of Bougie versus Stylet for Tracheal Intubation in Critical Illness.
Seitz KP, Spicer AB, Casey JD, Buell KG, Qian ET, Graham Linck EJ, Driver BE, Self WH, Ginde AA, Trent SA, Gandotra S, Smith LM, Page DB, Vonderhaar DJ, West JR, Joffe AM, Doerschug KC, Hughes CG, Whitson MR, Prekker ME, Rice TW, Sinha P, Semler MW, Churpek MM. Seitz KP, et al. Among authors: churpek mm. Am J Respir Crit Care Med. 2023 Jun 15;207(12):1602-1611. doi: 10.1164/rccm.202209-1799OC. Am J Respir Crit Care Med. 2023. PMID: 36877594
Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults.
Afshar M, Adelaine S, Resnik F, Mundt MP, Long J, Leaf M, Ampian T, Wills GJ, Schnapp B, Chao M, Brown R, Joyce C, Sharma B, Dligach D, Burnside ES, Mahoney J, Churpek MM, Patterson BW, Liao F. Afshar M, et al. Among authors: churpek mm. JMIR Med Inform. 2023 Apr 20;11:e44977. doi: 10.2196/44977. JMIR Med Inform. 2023. PMID: 37079367 Free PMC article.
177 results