Development of machine learning algorithms for prediction of discharge disposition after elective inpatient surgery for lumbar degenerative disc disorders

AV Karhade, P Ogink, Q Thio, M Broekman, T Cha… - Neurosurgical …, 2018 - thejns.org
OBJECTIVE If not anticipated and prearranged, hospital stay can be prolonged while the
patient awaits placement in a rehabilitation unit or skilled nursing facility following elective …

Analysis of national rates, cost, and sources of cost variation in adult spinal deformity

CC Zygourakis, CY Liu, M Keefe, C Moriates… - …, 2018 - journals.lww.com
Analysis of National Rates, Cost, and Sources of Cost Variat... : Neurosurgery Analysis of
National Rates, Cost, and Sources of Cost Variation in Adult Spinal Deformity : Neurosurgery …

Outpatient vs inpatient anterior cervical discectomy and fusion: a population-level analysis of outcomes and cost

DA Purger, AV Pendharkar, AL Ho, ES Sussman… - …, 2018 - journals.lww.com
BACKGROUND Outpatient anterior cervical discectomy and fusion (ACDF) is a promising
candidate for US healthcare cost reduction as several studies have demonstrated that …

[HTML][HTML] Comparison of models for the prediction of medical costs of spinal fusion in Taiwan diagnosis-related groups by machine learning algorithms

CY Kuo, LC Yu, HC Chen, CL Chan - Healthcare informatics …, 2018 - ncbi.nlm.nih.gov
Objectives The aims of this study were to compare the performance of machine learning
methods for the prediction of the medical costs associated with spinal fusion in terms of profit …

Variation in payments for spine surgery episodes of care: implications for episode-based bundled payment

EN Kahn, C Ellimoottil, JM Dupree, P Park… - Journal of Neurosurgery …, 2018 - thejns.org
OBJECTIVE Spine surgery is expensive and marked by high variation across regions and
providers. Bundled payments have potential to reduce unwarranted spending associated …

Drivers of cost in adult thoracolumbar spine deformity surgery

BF Stephens II, I Khan, S Chotai, A Sivaganesan… - World Neurosurgery, 2018 - Elsevier
Background In an era of rising health care costs, it is prudent to consider effective use of
resources. Given the rapidly expanding elderly population with an anticipated increase in …

Cost of surgical treatment for distal radius fractures and the implications of episode-based bundled payments

HE Huetteman, L Zhong, KC Chung - The Journal of Hand Surgery, 2018 - Elsevier
Purpose To examine the cost of care of surgical treatment for a distal radius fracture (DRF)
and develop episodes that may be used to develop future bundled payment programs …

Dialysis is an independent risk factor for perioperative adverse events, readmission, reoperation, and mortality for patients undergoing elective spine surgery

TD Ottesen, RP McLynn, CK Zogg, BN Shultz… - The Spine Journal, 2018 - Elsevier
Abstract Background Context The prevalence of dialysis-dependent patients in the United
States is growing. Prior studies evaluating the risk of perioperative adverse events for …

Peak timing for complications after adult spinal deformity surgery

AH Daniels, S Bess, B Line, AEM Eltorai, DBC Reid… - World neurosurgery, 2018 - Elsevier
Background Overall complication rates for adult spinal deformity (ASD) surgery have been
reported; however, little data exist on the peak timing associated with specific complications …

Drivers of variability in 90-day cost for elective anterior cervical discectomy and fusion for cervical degenerative disease

S Chotai, A Sivaganesan, SL Parker, JA Sielatycki… - …, 2018 - journals.lww.com
BACKGROUND Value-based episode of care reimbursement models is being investigated
to curb unsustainable health care costs. Any variation in the cost of index spine surgery can …