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DOI 10.3390/s26123713

Медицинская библиотека · Sensors (Basel, Switzerland) · 2026

Associations Between Hip Mobility and Pain in Chronic Low Back Pain Using IMU and Markerless Motion Capture.

Foti Elpida, Triantafyllou Athanasios, Tsirmpini Nefeli Maria, Koulouvaris Panagiotis, Tsolakis Charilaos, Skouras Apostolos Z, Kaframani Eleni-Maria, Karnarou Konstantina, Xergia Sofia A, Lampropoulou Sofia, Papadea Panagiota, Tachos Nikolaos, Karanasiou Georgia S, Kyriakidou Maria, Stasi Sophia, Gkrilias Panagiotis, Papagiannis Georgios

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Аннотация

Introduction

Chronic non-specific low back pain (CNLBP) is associated with altered lumbopelvic mechanics and impaired hip mobility. This study examined whether changes in pain-provoking hip flexion are associated with changes in low back pain and assessed agreement between inertial measurement units (IMUs) and a markerless motion capture system.

Methods

Thirty-six patients with CNLBP completed a longitudinal repeated-measures rehabilitation protocol consisting of approximately 13 physiotherapy sessions over a period of up to 6 weeks. Active hip flexion was assessed in the symptomatic limb (the limb provoking lumbar pain). Hip flexion was recorded during the same movement trial using IMUs and a markerless system. Pain and disability were assessed using the Visual Analogue Scale and Oswestry Disability Index.

Results

Improvements in hip flexion were moderately associated with pain reduction (markerless: r = -0.52; IMU: r = -0.57), with negligible associations with disability. Markerless and IMU measurements showed a strong correlation (r = 0.87), while Bland-Altman analysis showed consistent underestimation by the markerless system (bias = -3.67°).

Conclusions

Symptom-specific hip mobility is associated with pain reduction in CNLBP, highlighting the role of lumbopelvic biomechanics. IMUs demonstrated higher consistency, while markerless systems offered a more accessible alternative for clinically meaningful movement assessment.

Для цитирования: Foti Elpida, Triantafyllou Athanasios, Tsirmpini Nefeli Maria, Koulouvaris Panagiotis, Tsolakis Charilaos, Skouras Apostolos Z, Kaframani Eleni-Maria, Karnarou Konstantina, Xergia Sofia A, Lampropoulou Sofia, Papadea Panagiota, Tachos Nikolaos, Karanasiou Georgia S, Kyriakidou Maria, Stasi Sophia, Gkrilias Panagiotis, Papagiannis Georgios. Associations Between Hip Mobility and Pain in Chronic Low Back Pain Using IMU and Markerless Motion Capture.. Sensors (Basel, Switzerland). 2026. DOI: 10.3390/s26123713.

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