Predicting Spinal Surgery Candidacy From Imaging Data Using Machine Learning

BACKGROUND: The referral process for consultation with a spine surgeon remains inefficient, given a substantial proportion of referrals to spine surgeons are nonoperative. OBJECTIVE: To develop a machine-learning-based algorithm which accurately identifies patients as candidates for consultation wit...

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Vydáno v:Neurosurgery
Hlavní autoři: Wilson, Bayard, Gaonkar, Bilwaj, Yoo, Bryan, Salehi, Banafsheh, Attiah, Mark, Villaroman, Diane, Ahn, Christine, Edwards, Matthew, Laiwalla, Azim, Ratnaparkhi, Anshul, Li, Ien, Cook, Kirstin, Beckett, Joel, Macyszyn, Luke
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2021
Témata:
Research—Human—Clinical Studies
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8203423/
https://ncbi.nlm.nih.gov/pubmed/33826737
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/neuros/nyab085
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