Chivers C - Search Results

1

Locally Informed Simulation to Predict Hospital Capacity Needs During the COVID-19 Pandemic.

Weissman GE, Crane-Droesch A, Chivers C, Mikkelsen ME, Halpern SD. Weissman GE, et al. Among authors: chivers c. Ann Intern Med. 2020 Oct 20;173(8):680-681. doi: 10.7326/L20-1062. Ann Intern Med. 2020. PMID: 33075245 Free article. No abstract available.

2

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.

3

Evaluating equity in performance of an electronic health record-based 6-month mortality risk model to trigger palliative care consultation: a retrospective model validation analysis.

Teeple S, Chivers C, Linn KA, Halpern SD, Eneanya N, Draugelis M, Courtright K. Teeple S, et al. Among authors: chivers c. BMJ Qual Saf. 2023 Sep;32(9):503-516. doi: 10.1136/bmjqs-2022-015173. Epub 2023 Mar 31. BMJ Qual Saf. 2023. PMID: 37001995 Free PMC article.

4

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. Among authors: chivers c. 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.

5

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.

6

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.

7

Application of machine learning approaches to administrative claims data to predict clinical outcomes in medical and surgical patient populations.

MacKay EJ, Stubna MD, Chivers C, Draugelis ME, Hanson WJ, Desai ND, Groeneveld PW. MacKay EJ, et al. Among authors: chivers c. PLoS One. 2021 Jun 3;16(6):e0252585. doi: 10.1371/journal.pone.0252585. eCollection 2021. PLoS One. 2021. PMID: 34081720 Free PMC article.

8

Guiding Efficient, Effective, and Patient-Oriented Electrolyte Replacement in Critical Care: An Artificial Intelligence Reinforcement Learning Approach.

Prasad N, Mandyam A, Chivers C, Draugelis M, Hanson CW 3rd, Engelhardt BE, Laudanski K. Prasad N, et al. Among authors: chivers c. J Pers Med. 2022 Apr 20;12(5):661. doi: 10.3390/jpm12050661. J Pers Med. 2022. PMID: 35629084 Free PMC article.

9

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.

10

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. Among authors: chivers c. JAMA Oncol. 2020 Nov 1;6(11):1723-1730. doi: 10.1001/jamaoncol.2020.4331. JAMA Oncol. 2020. PMID: 32970131 Free PMC article.

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