An Unsupervised Learning Approach for Multimodal Low Back Pain Stratification

20250 citationsJournal Articlehybrid Open Access

Authors

Narasimharao Kowlagi · University of Oulu

Eveliina Heikkala · South Karelia Central Hospital

Simo Saarakkala · Oulu University Hospital

Jaro Karppinen · South Karelia Central Hospital

Abstract

A novel framework was developed that integrates multimodal data to identify distinct subgroups differentiated by their physical and psychosocial characteristics in a population-based cohort, demonstrating potential for advancing personalized care.

Topics & Keywords

Musculoskeletal pain and rehabilitation Bone health and osteoporosis research Machine Learning in Healthcare

Publication Details

Published in: Spine

Volume 51, Issue 8, pp. 582-592

DOI: 10.1097/brs.0000000000005593

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An Unsupervised Learning Approach for Multimodal Low Back Pain Stratification

Authors

Abstract

Topics & Keywords

Publication Details