A Novel Machine Learning Algorithm for Creating Risk-Adjusted Payment Formulas

Models predicting health care spending and other outcomes from administrative records are widely used to manage and pay for health care, despite well-documented deficiencies. New methods are needed that can incorporate more than 70 000 diagnoses without creating undesirable coding incentives. To dev...

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Veröffentlicht in:	JAMA health forum 2024-04, Vol.5 (4), p.e240625-e240625
Hauptverfasser:	Andriola, Corinne, Ellis, Randall P, Siracuse, Jeffrey J, Hoagland, Alex, Kuo, Tzu-Chun, Hsu, Heather E, Walkey, Allan, Lasser, Karen E, Ash, Arlene S
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Automation Comments Data analysis Health Care Costs Health care management Health care policy Health insurance Humans Insurance, Health Machine Learning Medical diagnosis Online Only Original Investigation
Online-Zugang:	Volltext
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