Commentary: Predicting Spinal Surgery Candidacy From Imaging Data Using Machine Learning
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Published in | Neurosurgery Vol. 89; no. 1; pp. E16 - E17 |
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Main Author | |
Format | Journal Article |
Language | English |
Published |
United States
Oxford University Press
01.07.2021
Wolters Kluwer Health, Inc |
Subjects | |
Online Access | Get full text |
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Author | Fourney, Daryl R |
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Copyright | Congress of Neurological Surgeons 2021. 2021 Congress of Neurological Surgeons 2021. |
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References | 33826737 - Neurosurgery. 2021 Apr 07 Wilson (bib5-20231011) Oliveira (bib1-20231011) 2018; 27 Kindrachuk (bib9-20231011) 2014; 20 Dagenais (bib2-20231011) 2008; 8 Fourney (bib4-20231011) 2010; 37 Coeckelberghs (bib8-20231011) 2021 Busse (bib6-20231011) 2014; 57 Barz (bib7-20231011) 2010; 35 Wilgenbusch (bib10-20231011) 2014; 39 |
References_xml | – volume: 35 start-page: 892 issue: 8 year: 2010 ident: bib7-20231011 article-title: Nerve root sedimentation sign: evaluation of a new radiological sign in lumbar spinal stenosis publication-title: Spine doi: 10.1097/BRS.0b013e3181c7cf4b contributor: fullname: Barz – volume: 20 start-page: 87 issue: 1 year: 2014 ident: bib9-20231011 article-title: Spine surgery referrals redirected through a multidisciplinary care pathway: effects of nonsurgeon triage including MRI utilization publication-title: J Neurosurg Spine doi: 10.3171/2013.10.SPINE13434 contributor: fullname: Kindrachuk – volume: 39 start-page: S129 issue: 22 Suppl 1 year: 2014 ident: bib10-20231011 article-title: Triage of spine surgery referrals through a multidisciplinary care pathway: a value-based comparison with conventional referral processes publication-title: Spine (Phila Pa 1976) doi: 10.1097/BRS.0000000000000574 contributor: fullname: Wilgenbusch – volume: 37 start-page: 719 issue: 6 year: 2010 ident: bib4-20231011 article-title: Waiting lists for lumbar spine referrals in Canada: what is the solution? publication-title: Can J Neurol Sci doi: 10.1017/S0317167100051362 contributor: fullname: Fourney – ident: bib5-20231011 article-title: Predicting spinal surgery candidacy from imaging data using machine learning publication-title: Neurosurgery contributor: fullname: Wilson – volume: 27 start-page: 2791 issue: 11 year: 2018 ident: bib1-20231011 article-title: Clinical practice guidelines for the management of non-specific low back pain in primary care: an updated overview publication-title: Eur Spine J doi: 10.1007/s00586-018-5673-2 contributor: fullname: Oliveira – volume: 8 start-page: 8 issue: 1 year: 2008 ident: bib2-20231011 article-title: A systematic review of low back pain cost of illness studies in the United States and internationally publication-title: Spine J doi: 10.1016/j.spinee.2007.10.005 contributor: fullname: Dagenais – year: 2021 ident: bib8-20231011 article-title: International comparative study of low back pain care pathways and analysis of key interventions publication-title: Eur Spine J doi: 10.1007/s00586-020-06675-2 contributor: fullname: Coeckelberghs – volume: 57 start-page: E25 issue: 2 year: 2014 ident: bib6-20231011 article-title: Spine surgeons’ requirements for imaging at the time of referral: a survey of Canadian spine surgeons publication-title: Can J Surg doi: 10.1503/cjs.003713 contributor: fullname: Busse |
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SubjectTerms | Algorithms Back pain Back surgery Clinical medicine Health care policy Hospitals Machine learning Magnetic resonance imaging Medical referrals Neurosurgery Patient satisfaction Systematic review |
Title | Commentary: Predicting Spinal Surgery Candidacy From Imaging Data Using Machine Learning |
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