Audio-video machine learning regression predicts clinician-rated speech impairment in ALS with a mean RMSE of 0.93 on a 5-25 scale, but without statistically significant benefit over audio alone.
However, survival time can vary depending on several factors including the age and site of onset (e.g., bulbar or spinal) and the rate of disease progression
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Multimodal Assessment of Speech Impairment in ALS Using Audio-Visual and Machine Learning Approaches
Audio-video machine learning regression predicts clinician-rated speech impairment in ALS with a mean RMSE of 0.93 on a 5-25 scale, but without statistically significant benefit over audio alone.