Padman R - Search Results

1

Using machine learning to improve risk prediction in durable left ventricular assist devices.

Kilic A, Dochtermann D, Padman R, Miller JK, Dubrawski A. Kilic A, et al. Among authors: padman r. PLoS One. 2021 Mar 10;16(3):e0247866. doi: 10.1371/journal.pone.0247866. eCollection 2021. PLoS One. 2021. PMID: 33690687 Free PMC article.

2

Delineating Pathways to Death by Multisystem Organ Failure in Patients With a Left Ventricular Assist Device.

Seese L, Movahedi F, Antaki J, Kilic A, Padman R, Zhang Y, Kanwar M, Burki S, Sciortino C, Keebler M, Hirji S, Kormos R. Seese L, et al. Among authors: padman r. Ann Thorac Surg. 2021 Mar;111(3):881-888. doi: 10.1016/j.athoracsur.2020.05.164. Epub 2020 Jul 31. Ann Thorac Surg. 2021. PMID: 32739256

3

Machine Learning Approaches to Analyzing Adverse Events Following Durable LVAD Implantation.

Kilic A, Macickova J, Duan L, Movahedi F, Seese L, Zhang Y, Jacoski MV, Padman R. Kilic A, et al. Among authors: padman r. Ann Thorac Surg. 2021 Sep;112(3):770-777. doi: 10.1016/j.athoracsur.2020.09.040. Epub 2020 Nov 20. Ann Thorac Surg. 2021. PMID: 33221198

4

Predicting Volume Responsiveness Among Sepsis Patients Using Clinical Data and Continuous Physiological Waveforms.

Kamaleswaran R, Lian J, Lin DL, Molakapuri H, Nunna S, Shah P, Dua S, Padman R. Kamaleswaran R, et al. Among authors: padman r. AMIA Annu Symp Proc. 2021 Jan 25;2020:619-628. eCollection 2020. AMIA Annu Symp Proc. 2021. PMID: 33936436 Free PMC article.

5

A Machine Learning Approach to Support Urgent Stroke Triage Using Administrative Data and Social Determinants of Health at Hospital Presentation: Retrospective Study.

Chen M, Tan X, Padman R. Chen M, et al. Among authors: padman r. J Med Internet Res. 2023 Jan 30;25:e36477. doi: 10.2196/36477. J Med Internet Res. 2023. PMID: 36716097 Free PMC article.

6

A new machine learning classifier for high dimensional healthcare data.

Padman R, Bai X, Airoldi EM. Padman R, et al. Stud Health Technol Inform. 2007;129(Pt 1):664-8. Stud Health Technol Inform. 2007. PMID: 17911800

7

Improving Hospital-Wide Early Resource Allocation through Machine Learning.

Gartner D, Padman R. Gartner D, et al. Among authors: padman r. Stud Health Technol Inform. 2015;216:315-9. Stud Health Technol Inform. 2015. PMID: 26262062

8

Innovations in chronic care delivery using data-driven clinical pathways.

Zhang Y, Padman R. Zhang Y, et al. Among authors: padman r. Am J Manag Care. 2015 Dec 1;21(12):e661-8. Am J Manag Care. 2015. PMID: 26760429 Free article.

9

Exploring Dynamic Risk Prediction for Dialysis Patients.

Ganssauge M, Padman R, Teredesai P, Karambelkar A. Ganssauge M, et al. Among authors: padman r. AMIA Annu Symp Proc. 2017 Feb 10;2016:1784-1793. eCollection 2016. AMIA Annu Symp Proc. 2017. PMID: 28269937 Free PMC article.

10

Cognitive workload reduction in hospital information systems : Decision support for order set optimization.

Gartner D, Zhang Y, Padman R. Gartner D, et al. Among authors: padman r. Health Care Manag Sci. 2018 Jun;21(2):224-243. doi: 10.1007/s10729-017-9406-6. Epub 2017 May 27. Health Care Manag Sci. 2018. PMID: 28551859

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