... and informed consent that is relational, participatory and justice-oriented. By introducing the “Ethical Data Mining Compass,” the paper seeks to guide health-care stakeholders in implementing ethical, transparent and inclusive AI systems that prioritize patient autonomy, accountability and data justice...