Explainability analysis shows unsupervised HD staging embeddings align with motor and functional clinical scores, with SHAP revealing stage-specific feature drivers consistent with known progression.
et al.: Refining the language of Huntington’s disease progression with HD-ISS.Journal of Huntington’s Disease13(2), 115–118 (2024).https://doi
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Explaining Unsupervised Disease Staging in Huntington's Disease: Insights into Model Representations and Clusters
Explainability analysis shows unsupervised HD staging embeddings align with motor and functional clinical scores, with SHAP revealing stage-specific feature drivers consistent with known progression.