[HTML][HTML] Complications of anterior cervical spine surgery: a systematic review of the literature

TJ Yee, K Swong, P Park - Journal of spine surgery, 2020 - ncbi.nlm.nih.gov
The anterior approach to the cervical spine is commonly utilized for a variety of
degenerative, traumatic, neoplastic, and infectious indications. While many potential …

[HTML][HTML] Outcomes of posterior cervical fusion and decompression: a systematic review and meta-analysis

JA Youssef, AD Heiner, JR Montgomery, GC Tender… - The Spine Journal, 2019 - Elsevier
BACKGROUND CONTEXT Posterior cervical fusion (PCF) with decompression is a
treatment option for patients with conditions such as spondylosis, spinal stenosis, and …

Propensity score matching: a statistical method

LT Kane, T Fang, MS Galetta, DKC Goyal… - Clinical spine …, 2020 - journals.lww.com
Propensity score matching (PSM) is a commonly used statistical method in orthopedic
surgery research that accomplishes the removal of confounding bias from observational …

Cohort design and natural language processing to reduce bias in electronic health records research

S Khurshid, C Reeder, LX Harrington, P Singh… - Npj Digital …, 2022 - nature.com
Electronic health record (EHR) datasets are statistically powerful but are subject to
ascertainment bias and missingness. Using the Mass General Brigham multi-institutional …

Chronic preoperative opioid use is a risk factor for increased complications, resource use, and costs after cervical fusion

N Jain, JL Brock, FM Phillips, T Weaver, SN Khan - The Spine Journal, 2018 - Elsevier
Abstract Background Context As health-care transitions to value-based models, there has
been an increased focus on patient factors that can influence peri-and postoperative …

Frailty index as a predictor of adverse postoperative outcomes in patients undergoing cervical spinal fusion

JI Shin, P Kothari, K Phan, JS Kim, D Leven, NJ Lee… - Spine, 2017 - journals.lww.com
Study Design. Retrospective study of prospectively collected data. Objective. To investigate
the applicability of the modified frailty index (mFI) as a predictor of adverse postoperative …

Comparison of anterior and posterior surgery for degenerative cervical myelopathy: an MRI-based propensity-score-matched analysis using data from the prospective …

S Kato, A Nouri, D Wu, S Nori, L Tetreault, MG Fehlings - JBJS, 2017 - journals.lww.com
Background: Surgeons often choose between 2 different approaches (anterior and
posterior) for surgical treatment of degenerative cervical myelopathy on the basis of imaging …

Surgical decision-making in degenerative cervical myelopathy–anterior versus posterior approach

S Kato, M Ganau, MG Fehlings - Journal of Clinical Neuroscience, 2018 - Elsevier
Surgery is the only effective treatment option for advanced degenerative cervical
myelopathy. Decompression may be achieved via either an anterior or posterior approach …

Cervical spinal fusion: 16-year trends in epidemiology, indications, and in-hospital outcomes by surgical approach

SN Salzmann, PB Derman, LP Lampe, J Kueper… - World neurosurgery, 2018 - Elsevier
Background The rate of cervical spinal fusion has been increasing significantly. However,
there is a paucity of literature describing trends based on surgical approach using complete …

Use of random forest machine learning algorithm to predict short term outcomes following posterior cervical decompression with instrumented fusion

A Cabrera, A Bouterse, M Nelson, J Razzouk… - Journal of Clinical …, 2023 - Elsevier
Random Forest (RF) is a widely used machine learning algorithm that can be utilized for
identification of patient characteristics important for outcome prediction. Posterior cervical …