Concepedia

Evaluation of machine learning methodology for the prediction of healthcare resource utilization and healthcare costs in patients with critical limb ischemia—is preventive and personalized approach on the horizon?

Jeffrey S. Berger, Lloyd Haskell, Windsor Ting, Fedor Lurie, Shun‐Chiao Chang, Luke A. Mueller, Kenneth Elder, Kelly Rich, Concetta Crivera, Jeffrey Schein,

The EPMA Journal · 2020 · 30 citations · 31 references

Open access

References

31

A new method of classifying prognostic comorbidity in longitudinal studies: Development and validation

Mary E. Charlson, Peter Pompei, Kathy L. Aleš et al. · Journal of Chronic Diseases · 1987 · 49.9K citations

Public Health, Biostatistics, Clinical Classification Systems +15

Validation of a combined comorbidity index

Mary E. Charlson, Ted P. Szatrowski, Janey C. Peterson et al. · Journal of Clinical Epidemiology · 1994 · 6.6K citations

Education, Health Sciences, Internal Medicine +12

Predicting the Future — Big Data, Machine Learning, and Clinical Medicine

Ziad Obermeyer, Ezekiel Emanuel · New England Journal of Medicine · 2016 · 3.5K citations · Full text

Computing, Pathology, Radiology +17

Health Care Spending in the United States and Other High-Income Countries

Irene Papanicolas, Liana Woskie, Ashish K. Jha · JAMA · 2018 · 1.6K citations · Full text

Public Affairs, Health Policy, Health Services Administration +17

Machine Learning and Prediction in Medicine — Beyond the Peak of Inflated Expectations

Jonathan H. Chen, Steven M. Asch · New England Journal of Medicine · 2017 · 1.1K citations

Computing, Biomedical Informatics, Health Informatics +17