Feasibility of machine learning in the prediction of short-term outcomes following anterior cervical discectomy and fusion

AK Gowd, CN O'Neill, A Barghi, TJ O'Gara… - World Neurosurgery, 2022 - Elsevier
Background Increased emphasis is being placed on efficiency and resource utilization
when performing anterior cervical discectomy and fusion (ACDF), and accurate prediction of …

Accurate prediction of lumbar microdecompression level with an automated MRI grading system

…, RD Boutin, TJ O'Gara, ZO Knio, A Jamaludin, J Tan… - Skeletal Radiology, 2021 - Springer
Objective Lumbar spine MRI interpretations have high variability reducing utility for surgical
planning. This study evaluated a convolutional neural network (CNN) framework that …

A percutaneous, minimally invasive annulus fibrosus needle puncture model of intervertebral disc degeneration in rabbits

…, JS Willey, Z Li, TL Smith, TJ O'Gara - Journal of …, 2018 - journals.sagepub.com
Purpose: Various animal models have been proposed to mimic the pathophysiologic process
of intervertebral disc degeneration, a leading cause of back pain. The purpose of this study …

Defining a minimum clinically important difference in patient-reported outcome measures in lumbar tubular microdecompression patients

TA VanHorn, ZO Knio, TJ O'GARA - International Journal of Spine …, 2020 - ijssurgery.com
Background Patient-reported outcome measures (PROMs) are critical tools used in the
assessment and reporting of surgical outcomes. However, significant differences in PROM scores …

Unilateral laminotomy with bilateral decompression: a case series studying one-and two-year outcomes with predictors of minimal clinical improvement

…, TD Luo, S Medda, BC Wham, TJ O'Gara - World Neurosurgery, 2019 - Elsevier
Objective To assess factors that may predict failure to improve at 12 and 24 months after
unilateral laminotomy with bilateral decompression (ULBD) for the management of lumbar …

Cost and complications of single-level lumbar decompression in those over and under 75: a matched comparison

…, ZO Knio, AK Gowd, TD Luo, CL Emory, TJ O'Gara - Spine, 2021 - journals.lww.com
Study Design. Retrospective database analysis. Objective. This study aimed to compare costs
and complication rates following single-level lumbar decompression in patients under age …

Evaluation of percutaneous intradiscal amniotic suspension allograft in a rabbit model of intervertebral disc degeneration

…, BW Berwick, JS Willey, TL Smith, Z Li, TJ O'Gara - Spine, 2019 - journals.lww.com
Study Design. A laboratory study using a rabbit annular puncture model of intervertebral disc
degeneration (IDD). Objective. The aims of this study were to assess whether an amniotic …

Epidural Abscess in the Lumbar Spine: A Single Institution's Experience With Nonsurgical and Surgical Management.

…, KW Sun, RA Sharp, JP Birkedal, TJ O'Gara - Journal of Surgical …, 2019 - europepmc.org
The purpose of this study was to compare patient factors and outcomes in conservatively
and surgically treated patients with spinal epidural abscess (SEA). This was a single-center …

[PDF][PDF] Far lateral tubular decompression: A case series studying one and two year outcomes with predictors of failure

…, TD Luo, JMS Angelo, S Medda, TJ O'Gara, T O'Gara - Cureus, 2019 - cureus.com
The optimal surgical treatment of isolated lumbar foraminal stenosis has not been defined.
Minimally invasive decompression of the foramen from a far lateral tubular decompression (…

Late-week Multilevel Anterior Cervical Discectomy and Fusion Associated with Increased Length of Stay

…, KA Marsh, KJ Thometz, TC Yin, TJ O'Gara - Clinical Spine …, 2024 - journals.lww.com
Study Design: Retrospective analysis of clinical data from a single institution. Objective: To
assess the day of surgery during the week as a possible predictor of length of stay (LOS) …