Development of machine learning algorithms for prediction of discharge disposition after elective inpatient surgery for lumbar degenerative disc disorders
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 …
patient awaits placement in a rehabilitation unit or skilled nursing facility following elective …
Discriminative ability of commonly used indices to predict adverse outcomes after poster lumbar fusion: a comparison of demographics, ASA, the modified Charlson …
NT Ondeck, DD Bohl, P Bovonratwet, RP McLynn… - The Spine Journal, 2018 - Elsevier
Abstract Background Context As research tools, the American Society of Anesthesiologists
(ASA) physical status classification system, the modified Charlson Comorbidity Index …
(ASA) physical status classification system, the modified Charlson Comorbidity Index …
Predicting discharge placement after elective surgery for lumbar spinal stenosis using machine learning methods
PT Ogink, AV Karhade, QCBS Thio, WB Gormley… - European Spine …, 2019 - Springer
Purpose An excessive amount of total hospitalization is caused by delays due to patients
waiting to be placed in a rehabilitation facility or skilled nursing facility (RF/SNF). An …
waiting to be placed in a rehabilitation facility or skilled nursing facility (RF/SNF). An …
Development of a machine learning algorithm predicting discharge placement after surgery for spondylolisthesis
PT Ogink, AV Karhade, QCBS Thio… - European Spine …, 2019 - Springer
Purpose We aimed to develop a machine learning algorithm that can accurately predict
discharge placement in patients undergoing elective surgery for degenerative …
discharge placement in patients undergoing elective surgery for degenerative …
Prediction calculator for nonroutine discharge and length of stay after spine surgery
D Lubelski, J Ehresman, J Feghali, J Tanenbaum… - The spine Journal, 2020 - Elsevier
BACKGROUND CONTEXT Following spine surgery, delays in referral to rehabilitation
facilities leads to increased length of hospital stay (LOS), increases costs, more risk of …
facilities leads to increased length of hospital stay (LOS), increases costs, more risk of …
Predictive model and online calculator for discharge disposition in brain tumor patients
Background In the era of value-based payment models, it is imperative for neurosurgeons to
eliminate inefficiencies and provide high-quality care. Discharge disposition is a relevant …
eliminate inefficiencies and provide high-quality care. Discharge disposition is a relevant …
Improving complex pediatric and adult spine care while embracing the value equation
Introduction Value in health care is defined as the quotient of outcomes to cost. Both
pediatric and adult spinal deformity surgeries are among the most expensive procedures …
pediatric and adult spinal deformity surgeries are among the most expensive procedures …
Evaluation of the risk assessment and prediction tool for postoperative disposition needs after cervical spine surgery
I Berger, M Piazza, N Sharma, G Glauser… - …, 2019 - journals.lww.com
BACKGROUND Bundled care payment models are becoming more prevalent in
neurosurgery. Such systems place the cost of postsurgical facilities in the hands of the …
neurosurgery. Such systems place the cost of postsurgical facilities in the hands of the …
Systematic changes in the national surgical quality improvement program database over the years can affect comorbidity indices such as the modified frailty index and …
Study Design. Retrospective cohort study of prospectively collected data. Objective. The aim
of this study was to investigate the influence of changes in the American College of …
of this study was to investigate the influence of changes in the American College of …
The Risk Assessment and Prediction Tool (RAPT) for discharge planning in a posterior lumbar fusion population
G Glauser, M Piazza, I Berger, B Osiemo… - …, 2020 - journals.lww.com
BACKGROUND As the use of bundled care payment models has become widespread in
neurosurgery, there is a distinct need for improved preoperative predictive tools to identify …
neurosurgery, there is a distinct need for improved preoperative predictive tools to identify …