# Development of machine learning algorithms for prediction of prolonged opioid prescription after surgery for lumbar disc herniation

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/development-of-machine-learning-algorithms-for-prediction-of-prolonged-opioid/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Aditya V. Karhade,Paul T. Ogink,Quirina C. B. S. Thio,Thomas D. Cha,William B. Gormley,Stuart H. Hershman,Timothy R. Smith,Jianren Mao,Andrew J. Schoenfeld,Christopher M. Bono,Joseph H. Schwab |
| Citations | 107 |
| DOI | 10.1016/j.spinee.2019.06.002 |
| Fields | Medicine |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W2948764387 |
| PMID | 31185292 |
| Type | article |
| Year | 2019 |

## Paper authors

- [Stuart H. Hershman](https://scholariq.org/researchers/stuart-h-hershman/)

## Paper journal

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

## Paper primary topic

- [Opioid Use Disorder Treatment](https://scholariq.org/topics/opioid-use-disorder-treatment/)

## Paper topics

- [Opioid Use Disorder Treatment](https://scholariq.org/topics/opioid-use-disorder-treatment/)
- [Anesthesia and Pain Management](https://scholariq.org/topics/anesthesia-and-pain-management/)
- [Pain Management and Opioid Use](https://scholariq.org/topics/pain-management-and-opioid-use/)

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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.