A Flexible-Horizon Clinical Decision Support Model for Dementia Early Detection and Risk Prediction in Secondary Care: A Responsible AI Approach

Existing machine learning (ML) models for dementia detection typically use fixed prediction windows and often lack clinically informed variable selection and responsible AI principles, thereby limiting performance, generalisability and clinical trust. We aimed to develop a single clinically informed