# Predicting Spinal Surgery Candidacy From Imaging Data Using Machine Learning

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/predicting-spinal-surgery-candidacy-from-imaging-data-using-machine-learning/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Bayard Wilson,Bilwaj Gaonkar,Bryan Yoo,Banafsheh Salehi,Mark Attiah,Diane Villaroman,Christine Ahn,Matthew Edwards,Azim Laiwalla,Anshul Ratnaparkhi,Ien Li,Kirstin Cook,Joel Beckett,Luke Macyszyn |
| Citations | 40 |
| DOI | 10.1093/neuros/nyab085 |
| Fields | Engineering,Medicine |
| Open Access | true |
| OA Status | green |
| OA URL | https://www.ncbi.nlm.nih.gov/pmc/articles/8203423 |
| OpenAlex ID | https://openalex.org/W3147224310 |
| PMID | 33826737 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Bayard Wilson](https://scholariq.org/researchers/bayard-wilson/)
- [Joel Beckett](https://scholariq.org/researchers/joel-beckett/)
- [Luke Macyszyn](https://scholariq.org/researchers/luke-macyszyn/)

## Paper journal

- [Neurosurgery](https://scholariq.org/journals/neurosurgery/)

## Paper primary topic

- [Medical Imaging and Analysis](https://scholariq.org/topics/medical-imaging-and-analysis/)

## Paper topics

- [Medical Imaging and Analysis](https://scholariq.org/topics/medical-imaging-and-analysis/)
- [Radiology practices and education](https://scholariq.org/topics/radiology-practices-and-education/)
- [Spine and Intervertebral Disc Pathology](https://scholariq.org/topics/spine-and-intervertebral-disc-pathology/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.