weDecide: Clinical Tool for Shared Decision-Making for Treatment of Menopause Symptoms

This work introduces weDecide, an AI/ML-based clinical tool designed to support personalised and shared decision-making (PSDM) for menopause treatment. The tool combines explainable machine learning models with multi-criteria decision-making methods to integrate clinical guidelines and individual patient preferences. Using anonymised audit data and synthetic datasets, weDecide provides transparent treatment recommendations that facilitate meaningful patient-clinician dialogue. Preliminary results show promising accuracy and usability. Future efforts will focus on scaling real-world data use and enhancing the tool’s interface.