Chivers CJ - Search Results

1

Clinician Perception of a Machine Learning-Based Early Warning System Designed to Predict Severe Sepsis and Septic Shock.

Ginestra JC, Giannini HM, Schweickert WD, Meadows L, Lynch MJ, Pavan K, Chivers CJ, Draugelis M, Donnelly PJ, Fuchs BD, Umscheid CA. Ginestra JC, et al. Among authors: chivers cj. Crit Care Med. 2019 Nov;47(11):1477-1484. doi: 10.1097/CCM.0000000000003803. Crit Care Med. 2019. PMID: 31135500 Free PMC article.

2

In response to "Development, implementation and impact of an automated early warning and response system for sepsis".

Umscheid CA, Chivers C, Bleich J, Draugelis M. Umscheid CA, et al. J Hosp Med. 2015 May;10(5):341. doi: 10.1002/jhm.2362. Epub 2015 Apr 13. J Hosp Med. 2015. PMID: 25864729 Free PMC article. No abstract available.

3

Electronic Health Record Mortality Prediction Model for Targeted Palliative Care Among Hospitalized Medical Patients: a Pilot Quasi-experimental Study.

Courtright KR, Chivers C, Becker M, Regli SH, Pepper LC, Draugelis ME, O'Connor NR. Courtright KR, et al. J Gen Intern Med. 2019 Sep;34(9):1841-1847. doi: 10.1007/s11606-019-05169-2. Epub 2019 Jul 16. J Gen Intern Med. 2019. PMID: 31313110 Free PMC article.

4

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. Crit Care Med. 2019 Nov;47(11):1485-1492. doi: 10.1097/CCM.0000000000003891. Crit Care Med. 2019. PMID: 31389839 Free PMC article.

5

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. JAMA Netw Open. 2019 Oct 2;2(10):e1915997. doi: 10.1001/jamanetworkopen.2019.15997. JAMA Netw Open. 2019. PMID: 31651973 Free PMC article.

6

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. 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.

7

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. 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.

8

Sparse multi-output Gaussian processes for online medical time series prediction.

Cheng LF, Dumitrascu B, Darnell G, Chivers C, Draugelis M, Li K, Engelhardt BE. Cheng LF, et al. BMC Med Inform Decis Mak. 2020 Jul 8;20(1):152. doi: 10.1186/s12911-020-1069-4. BMC Med Inform Decis Mak. 2020. PMID: 32641134 Free PMC article.

9

Validation of a Machine Learning Algorithm to Predict 180-Day Mortality for Outpatients With Cancer.

Manz CR, Chen J, Liu M, Chivers C, Regli SH, Braun J, Draugelis M, Hanson CW, Shulman LN, Schuchter LM, O'Connor N, Bekelman JE, Patel MS, Parikh RB. Manz CR, et al. JAMA Oncol. 2020 Nov 1;6(11):1723-1730. doi: 10.1001/jamaoncol.2020.4331. JAMA Oncol. 2020. PMID: 32970131 Free PMC article.

10

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. 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.

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