Novel Ensemble Learning Algorithm for Early Detection of Lower Back Pain Using Spinal Anomalies
Moin Haider,
Muhammad Shadab Alam Hashmi,
Ali Raza
et al.
Abstract:Lower back pain (LBP) is a musculoskeletal condition that affects millions of people worldwide and significantly limits their mobility and daily activities. Appropriate ergonomics and exercise are crucial preventive measures that play a vital role in managing and reducing the risk of LBP. Individuals with LBP often exhibit spinal anomalies, which can serve as valuable indicators for early diagnosis. We propose an advanced machine learning methodology for LBP detection that incorporates data balancing and boots… Show more
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