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This paper is in the following e-collection/theme issue:

New Methods (1859) Tools, Programs and Algorithms (604) Longitudinal and Cohort Studies in Public Health (946) Machine Learning (3322) Data Science (723)

Published on in Vol 28 (2026)

This is a member publication of Imperial College London (Jisc)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/91958, first published .
Researchers analyze high-dimensional multimodal data on a large screen, showing biomechanics, imaging, and biomarkers.

Novel Musculoskeletal Hypotheses in the Armed Services Trauma and Rehabilitation Outcome (ADVANCE) Cohort: Development and Application of Sparse Group Factor Analysis Methodology

Novel Musculoskeletal Hypotheses in the Armed Services Trauma and Rehabilitation Outcome (ADVANCE) Cohort: Development and Application of Sparse Group Factor Analysis Methodology

Authors of this article:

Fraje C E Watson1 Author Orcid Image ;   Fabio S Ferreira2 Author Orcid Image ;   Balasundaram Kadirvelu2 Author Orcid Image ;   Alex N Bennett1, 3 Author Orcid Image ;   Aldo A Faisal1, 2 Author Orcid Image ;   Neil Graham4 Author Orcid Image ;   Harriet Kemp5 Author Orcid Image ;   Paul Cullinan Author Orcid Image ;   Christopher Boos1, 6 Author Orcid Image ;   Nicola T Fear7 Author Orcid Image ;   Anthony M J Bull1 Author Orcid Image
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Journals

  1. Young M, Westrick R, Grist S, Cameron K, Adams B. Musculoskeletal Injury Incidence Among US Military Academy and Reserve Officer Training Corps Cadets: A Scoping Review. Sports Health: A Multidisciplinary Approach 2026 View