# Updated external validation of the SORG machine learning algorithms for prediction of ninety-day and one-year mortality after surgery for spinal metastasis

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/updated-external-validation-of-the-sorg-machine-learning-algorithms-for/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Akash Shah,Aditya V. Karhade,Howard Y. Park,William L. Sheppard,Luke Macyszyn,Richard G. Everson,Arya Nick Shamie,Don Y. Park,Joseph H. Schwab,Francis J. Hornicek |
| Citations | 44 |
| DOI | 10.1016/j.spinee.2021.03.026 |
| Fields | Engineering,Medicine |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W3146801355 |
| PMID | 33798728 |
| Type | article |
| Year | 2021 |

## Paper authors

- [Luke Macyszyn](https://scholariq.org/researchers/luke-macyszyn/)

## Paper journal

- [The Spine Journal](https://scholariq.org/journals/the-spine-journal/)

## Paper primary topic

- [Management of metastatic bone disease](https://scholariq.org/topics/management-of-metastatic-bone-disease/)

## Paper topics

- [Management of metastatic bone disease](https://scholariq.org/topics/management-of-metastatic-bone-disease/)
- [Medical Imaging and Analysis](https://scholariq.org/topics/medical-imaging-and-analysis/)
- [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.