Explainable Machine Learning-Based Classification of Clinical Dementia Ratings Using a Tablet-Based Cognitive Assessment
Explainable Machine Learning-Based Classification of Clinical Dementia Ratings Using a Tablet-Based Cognitive Assessment
Avichandra Singh Ningthoujam,Yo-Ping Huang,Gomathi Thiyagarajan,Shilpa Sharma
2025 · DOI: 10.1007/s44196-025-01019-8
International Journal of Computational Intelligence Systems · 0 Citations
TLDR
A new machine-learning model that uses data from a tablet computer cognitive test to label clinical dementia ratings (CDR) is presented, illustrating the promise of fusing state-of-the-art machine-learning algorithms with explainability methods to enhance the accuracy and interpretability of dementia classification.