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A diagnostic model of nerve root compression localization in lower lumbar disc herniation based on random forest algorithm and surface electromyography.

Frontiers in human neuroscience(2023)

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Abstract
These findings suggest that the RF model can assist in the localization diagnosis of compressed nerve roots in LDH patients, and the SEMG parameters can provide further references for optimizing the diagnosis model in the future.
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Key words
nerve root compression localization,lower lumbar disc herniation,random forest algorithm
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