Artificial Intelligence for Predicting Clinical Outcomes in Interventional Pain Medicine for Spine Disorders: A Systematic Review

AI-based clinical prediction models are limited to epidural steroid injections and spinal cord stimulators. Additionally, there is a need to improve model performance and generalizability through external validation prior to clinical translation.

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Publication Details

Journal
Pain Practice
Published
2026-02-23
DOI
https://doi.org/10.1111/papr.70129
Primary Topic
Spine and Intervertebral Disc Pathology
Type
article
Field-Weighted Citation Impact
0.00
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article

Artificial Intelligence for Predicting Clinical Outcomes in Interventional Pain Medicine for Spine Disorders: A Systematic Review

Sina Davari Farid, Geet Paul, Puneet Gupta, Stephen Richards
Pain Practice
Spine and Intervertebral Disc Pathology
article

Artificial Intelligence for Predicting Clinical Outcomes in Interventional Pain Medicine for Spine Disorders: A Systematic Review

Sina Davari Farid, Geet Paul, Puneet Gupta, Stephen Richards
article en

Abstract

AI-based clinical prediction models are limited to epidural steroid injections and spinal cord stimulators. Additionally, there is a need to improve model performance and generalizability through external validation prior to clinical translation.

Pain PracticeVol. 26(3)
George Washington University (US)
Good health and well-being
Openalex Percentile: Top 47%
Spine and Intervertebral Disc Pathology
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