Artificial intelligence-driven prediction modeling and decision making in spine surgery using hybrid machine learning models
Healthcare systems worldwide generate vast amounts of data from many different sources.
Although of high complexity for a human being, it is essential to determine the patterns and …
Although of high complexity for a human being, it is essential to determine the patterns and …
A systematic literature review of predicting patient discharges using statistical methods and machine learning
Discharge planning is integral to patient flow as delays can lead to hospital-wide
congestion. Because a structured discharge plan can reduce hospital length of stay while …
congestion. Because a structured discharge plan can reduce hospital length of stay while …
Thirty-day readmission and reoperation after surgery for spinal tumors: a National Surgical Quality Improvement Program analysis
AV Karhade, VS Vasudeva, HH Dasenbrock, Y Lu… - Neurosurgical …, 2016 - thejns.org
OBJECTIVE The goal of this study was to use a large national registry to evaluate the 30-day
cumulative incidence and predictors of adverse events, readmissions, and reoperations after …
cumulative incidence and predictors of adverse events, readmissions, and reoperations after …
Can machine learning algorithms accurately predict discharge to nonhome facility and early unplanned readmissions following spinal fusion? Analysis of a national …
A Goyal, C Ngufor, P Kerezoudis… - … of Neurosurgery: Spine, 2019 - thejns.org
OBJECTIVE Nonhome discharge and unplanned readmissions represent important cost
drivers following spinal fusion. The authors sought to utilize different machine learning …
drivers following spinal fusion. The authors sought to utilize different machine learning …
Predictors for patient discharge destination after elective anterior cervical discectomy and fusion
Study Design. Retrospective study of prospectively collected data. Objective. To identify risk
factors for nonhome patient discharge after elective anterior cervical discectomy and fusion …
factors for nonhome patient discharge after elective anterior cervical discectomy and fusion …
Predictors of adverse discharge disposition in adult spinal deformity and associated costs
PG Passias, GW Poorman, CA Bortz, R Qureshi… - The Spine Journal, 2018 - Elsevier
Abstract Background Context With advances in the understanding of adult spinal deformity
(ASD), more complex osteotomy and fusion techniques are being implemented with …
(ASD), more complex osteotomy and fusion techniques are being implemented with …
The association between obesity and postoperative outcomes in a broad surgical population: A 7-year American College of Surgeons National Surgical Quality …
HJ Madsen, RA Gillette, KL Colborn, WG Henderson… - Surgery, 2023 - Elsevier
Background The number of obese surgical patients continues to grow, and yet obesity's
association with surgical outcomes is not totally clear. This study examined the association …
association with surgical outcomes is not totally clear. This study examined the association …
Elderly age as a risk factor for 30-day postoperative outcomes following elective anterior cervical discectomy and fusion
Study Design: Retrospective analysis of prospectively collected data. Objective: Anterior
cervical discectomy and fusion (ACDF) is one of the most commonly performed spinal …
cervical discectomy and fusion (ACDF) is one of the most commonly performed spinal …
Sex-and gender-specific analysis in orthopaedic studies
AL Gianakos, N George, A Pinninti… - Clinical Orthopaedics …, 2020 - journals.lww.com
Background Orthopaedic studies have reported the prevalence of injuries and outcomes
after treatment in men and women patients, and although these differences have been …
after treatment in men and women patients, and although these differences have been …
Discharge disposition and clinical outcomes after spine surgery
PD Minetos, JA Canseco, BA Karamian… - American Journal of …, 2022 - journals.lww.com
Objective: Spinal decompression with or without fusion is one of the most commonly
performed procedures in spine surgery. However, there is limited evidence on the effect of …
performed procedures in spine surgery. However, there is limited evidence on the effect of …