Author

Ying-Zi Hao

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Review Open access Aug 2026

Predicting disease progression in progressive cerebellar ataxias: integrating clinical, imaging, fluid, genetic, and digital biomarkers

It is argued that stage-specific, multimodal composites, integrated through harmonized international cohorts and machine learning, offer the most credible path to prognostic enrichment and to shorter, adequately powered, and preventive trials.

Ying-Zi Hao, Xian-Jun Hao · Frontiers in Neurology · 0 citations