Development of machine learning algorithms for prediction of mortality in spinal epidural abscess

AV Karhade, AA Shah, CM Bono, ML Ferrone… - The Spine Journal, 2019 - Elsevier
Abstract Background Context In-hospital and short-term mortality in patients with spinal
epidural abscess (SEA) remains unacceptably high despite diagnostic and therapeutic …

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

AA Shah, AV Karhade, CM Bono, MB Harris… - The Spine Journal, 2019 - Elsevier
BACKGROUND CONTEXT Data regarding risk of failure of nonoperative management in
spinal epidural abscess (SEA) are limited. Given the potential for deterioration with treatment …

Prospective evaluation of a clinical decision guideline to diagnose spinal epidural abscess in patients who present to the emergency department with spine pain

DP Davis, A Salazar, TC Chan, GM Vilke - Journal of Neurosurgery: Spine, 2011 - thejns.org
Object A spinal epidural abscess (SEA) is rare but potentially devastating if not diagnosed
early. Unfortunately, diagnostic delays and associated neurological deficits are common …

The time-sensitive challenge of diagnosing spinal epidural abscess in the emergency department

S Alerhand, S Wood, B Long, A Koyfman - Internal and emergency …, 2017 - Springer
Spinal epidural abscess (SEA) is a rare but devastating condition. Entry of infectious
contents into the epidural space occurs via contiguous infected tissue, hematogenous …

Spinal epidural abscess in adults: a 10-year clinical experience at a tertiary care academic medical center

AW Artenstein, J Friderici, A Holers… - Open Forum …, 2016 - academic.oup.com
Background. Delayed recognition of spinal epidural abscess (SEA) contributes to poor
outcomes from this highly morbid and potentially lethal infection. We performed a case …

Spinal epidural abscess: a review with special emphasis on earlier diagnosis

A Bond, FA Manian - BioMed Research International, 2016 - Wiley Online Library
Spinal epidural abscess (SEA) is an uncommon but serious condition with significant
morbidity and mortality. The prognosis of SEA is highly dependent on the timeliness of its …

Predicting patients with concurrent noncontiguous spinal epidural abscess lesions

KL Ju, S Do Kim, R Melikian, CM Bono, MB Harris - The Spine Journal, 2015 - Elsevier
Background context Spinal epidural abscess (SEA) is a serious condition that can lead to
significant morbidity and mortality if not expeditiously diagnosed and appropriately treated …

The clinical presentation and impact of diagnostic delays on emergency department patients with spinal epidural abscess

DP Davis, RM Wold, RJ Patel, AJ Tran, RN Tokhi… - The Journal of …, 2004 - Elsevier
Previous reports have recommended the use of a “classic triad” of fever, spine pain, and
neurologic deficits to diagnose spinal epidural abscess (SEA); however, the prognosis for …

Comparison of operative and nonoperative management of spinal epidural abscess: a retrospective review of clinical and laboratory predictors of neurological …

DE Connor, P Chittiboina, G Caldito… - Journal of Neurosurgery …, 2013 - thejns.org
Object Spinal epidural abscess (SEA), once considered a rare occurrence, has showed a
rapid increase in incidence over the past 20–30 years. Recent reports have advocated for …

Incidence and risk factors for failed medical management of spinal epidural abscess: a systematic review and meta-analysis

A Stratton, K Gustafson, K Thomas… - Journal of Neurosurgery …, 2017 - thejns.org
OBJECTIVE Spinal epidural abscess (SEA) is a life-threatening infection. It is uncertain
whether medical versus surgical treatment is the ideal initial approach for neurologically …