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A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice.
Giannini HM, Ginestra JC, Chivers C, Draugelis M, Hanish A, Schweickert WD, Fuchs BD, Meadows L, Lynch M, Donnelly PJ, Pavan K, Fishman NO, Hanson CW 3rd, Umscheid CA. Giannini HM, et al. Among authors: chivers c. Crit Care Med. 2019 Nov;47(11):1485-1492. doi: 10.1097/CCM.0000000000003891. Crit Care Med. 2019. PMID: 31389839 Free PMC article.
Machine Learning Approaches to Predict 6-Month Mortality Among Patients With Cancer.
Parikh RB, Manz C, Chivers C, Regli SH, Braun J, Draugelis ME, Schuchter LM, Shulman LN, Navathe AS, Patel MS, O'Connor NR. Parikh RB, et al. Among authors: chivers c. JAMA Netw Open. 2019 Oct 2;2(10):e1915997. doi: 10.1001/jamanetworkopen.2019.15997. JAMA Netw Open. 2019. PMID: 31651973 Free PMC article.
Clinical Impact of an Electronic Dashboard and Alert System for Sedation Minimization and Ventilator Liberation: A Before-After Study.
Anderson BJ, Do D, Chivers C, Choi K, Gitelman Y, Mehta SJ, Panchandam V, Gudowski S, Pierce M, Cereda M, Christie JD, Schweickert WD, Gabrielli A, Huffenberger A, Draugelis M, Fuchs BD. Anderson BJ, et al. Among authors: chivers c. Crit Care Explor. 2019 Oct 30;1(10):e0057. doi: 10.1097/CCE.0000000000000057. eCollection 2019 Oct. Crit Care Explor. 2019. PMID: 32166237 Free PMC article.
Locally Informed Simulation to Predict Hospital Capacity Needs During the COVID-19 Pandemic.
Weissman GE, Crane-Droesch A, Chivers C, Luong T, Hanish A, Levy MZ, Lubken J, Becker M, Draugelis ME, Anesi GL, Brennan PJ, Christie JD, Hanson CW 3rd, Mikkelsen ME, Halpern SD. Weissman GE, et al. Among authors: chivers c. Ann Intern Med. 2020 Jul 7;173(1):21-28. doi: 10.7326/M20-1260. Epub 2020 Apr 7. Ann Intern Med. 2020. PMID: 32259197 Free PMC article.
Effect of Integrating Machine Learning Mortality Estimates With Behavioral Nudges to Clinicians on Serious Illness Conversations Among Patients With Cancer: A Stepped-Wedge Cluster Randomized Clinical Trial.
Manz CR, Parikh RB, Small DS, Evans CN, Chivers C, Regli SH, Hanson CW, Bekelman JE, Rareshide CAL, O'Connor N, Schuchter LM, Shulman LN, Patel MS. Manz CR, et al. Among authors: chivers c. JAMA Oncol. 2020 Dec 1;6(12):e204759. doi: 10.1001/jamaoncol.2020.4759. Epub 2020 Dec 10. JAMA Oncol. 2020. PMID: 33057696 Free PMC article. Clinical Trial.
51 results