Development of a machine learning algorithm for prediction of failure of nonoperative management in spinal epidural abscess

Volume: 19, Issue: 10, Pages: 1657 - 1665
Published: Oct 1, 2019
Abstract
Data regarding risk of failure of nonoperative management in spinal epidural abscess (SEA) are limited. Given the potential for deterioration with treatment failure, a tool that predicts the probability of failure would be of great clinical utility.We primarily aim to build a machine learning model using independent predictors of nonoperative management failure. Secondarily, we aim to develop an open-access web-based application that provides a...
Paper Details
Title
Development of a machine learning algorithm for prediction of failure of nonoperative management in spinal epidural abscess
Published Date
Oct 1, 2019
Volume
19
Issue
10
Pages
1657 - 1665
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