Toward a Speech-Based Model of Premanifest Huntington’s Disease Progression Using Deep Neural Networks

A brief, structured speech task combined with deep learning enabled accurate classification of preHD. These findings support speech analysis as a scalable, objective tool for early disease detection and monitoring.