Explainable AI reveals tissue pathology and psychosocial drivers of opioid prescription for non-specific chronic low back pain

Explainable AI reveals tissue pathology and psychosocial drivers of opioid prescription for non-specific chronic low back pain

Abstract Effective management of non-specific chronic lower back pain (ns-cLBP) requires nuanced prescription decisions within evolving guidelines for conservative treatment. This study developed comprehensive LBP patient profiles from electronic medical records (EMR), integrating clinical charts (d...

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Bibliographic Details
Main Authors: Michelle W. Tong, Katharina Ziegeler, Virginie Kreutzinger, Sharmila Majumdar
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
EMR
EHR
Explainable/Interpretable AI
Non-specific chronic lower back pain
Medication
Prescription
Online Access:https://doi.org/10.1038/s41598-025-13619-7
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