Transforming appeal decisions: machine learning triage for hospital admission denials

By addressing data quality problems inherent to electronic health data, and expanding the feature space, machine learning can be an effective tool in the healthcare provider space.

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Publication Details

Journal
JAMIA Open
Published
2024-12-26
DOI
https://doi.org/10.1093/jamiaopen/ooaf016
Primary Topic
Healthcare cost, quality, practices
Type
article
Field-Weighted Citation Impact
0.00
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article

Transforming appeal decisions: machine learning triage for hospital admission denials

Timothy Owolabi
JAMIA Open
Healthcare cost, quality, practices
article

Transforming appeal decisions: machine learning triage for hospital admission denials

Timothy Owolabi
article en

Abstract

By addressing data quality problems inherent to electronic health data, and expanding the feature space, machine learning can be an effective tool in the healthcare provider space.

JAMIA OpenVol. 8(1)
WellSpan Health (US)
Openalex Percentile: Top 52%
Healthcare cost, quality, practices
DOIOpen Access PDFOpenAlex
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