Improved Palliative Care Practices Through Machine-Learning Prediction of 90-Day Risk of Mortality Following Hospitalization-Reference-Cited by-同舟云学术

Improved Palliative Care Practices Through Machine-Learning Prediction of 90-Day Risk of Mortality Following Hospitalization

Published:2022-12-21 Issue:1 Volume:4 Page:
ISSN:2642-0007
Container-title:NEJM Catalyst
language:en
Short-container-title:NEJM Catalyst

Author:

Oo Thein H.¹,Marroquin Oscar C.²,McKibben Jeffrey³,Schell Jane O.⁴,Arnold Robert M.⁵⁶⁷,Kip Kevin E.⁸

Affiliation:

1. Lead Machine Learning Engineer, Govini Inc., Pittsburgh, Pennsylvania, USA

2. Chief Health Care Data and Analytics Officer, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA

3. Senior Director, Data Analytics, Clinical Analytics, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA

4. Associate Professor of Medicine, Section of Palliative Care and Medical Ethics, Department of Medicine and Renal-Electrolyte Division, University of Pittsburgh and UPMC Palliative and Supportive Institute, Pittsburgh, Pennsylvania, USA

5. Chief, Section of Palliative Care and Medical Ethics, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA

6. Medical Director, UPMC Palliative and Supportive Institute, Pittsburgh, Pennsylvania, USA

7. Distinguished Service Professor of Medicine, Division of General Internal Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA

8. Vice President, Clinical Analytics, Health Services Division, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania, USA

Publisher

Massachusetts Medical Society

Subject

General Medicine

Reference25 articles.

1. Transforming Evidence Generation to Support Health and Health Care Decisions

2. Real-World Evidence — What Is It and What Can It Tell Us?

3. Machine Learning Approaches to Predict 6-Month Mortality Among Patients With Cancer

4. Development and Application of a Machine Learning Approach to Assess Short-term Mortality Risk Among Patients With Cancer Starting Chemotherapy

5. Mortality Risk Score Prediction in an Elderly Population Using Machine Learning

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