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Epidural Abscess

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

The spine journal : official journal of the North American Spine Society 31059819
BACKGROUND CONTEXT: 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 grea...
Adult Anti-Bacterial Agents Epidural Abscess Female Humans Logistic Models Machine Learning Male Middle Aged Risk Factors Spinal Diseases Treatment Failure
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Development of machine learning algorithms for prediction of mortality in spinal epidural abscess.

The spine journal : official journal of the North American Spine Society 31255788
BACKGROUND CONTEXT: In-hospital and short-term mortality in patients with spinal epidural abscess (SEA) remains unacceptably high despite diagnostic and therapeutic advancements. Forecasting this potentially avoidable consequence at the time of admis...
Adult Epidural Abscess Female Humans Machine Learning Male Middle Aged Models, Statistical
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