Trustworthy AI for Health
Methods for uncertainty quantification, robustness, interpretability, and safety in clinical AI systems.
About the Workshop
The SECURE-AI4H workshop brings together researchers and practitioners working at the intersection of artificial intelligence and health to explore methods that are safe, ethical, certified, uncertainty-aware, robust, and explainable.
Why this workshop?
As AI systems become increasingly integrated into healthcare workflows, we must ensure that they behave reliably under uncertainty, respect ethical constraints, and are interpretable to clinicians, patients, and regulators.
Who should attend?
We invite researchers, clinicians, engineers, policymakers, and industry partners interested in deploying trustworthy AI tools across the health spectrum, from early-stage research to clinical translation.
Workshop Highlights
Human–AI Collaboration
Designing interactive AI tools that support clinicians in decision-making while respecting clinical workflows and constraints.
Evaluation & Certification
Frameworks for evaluating, certifying, and monitoring AI systems in real-world healthcare environments.
Explore the Workshop
A quick overview of submissions, program, speakers, organizers, venue, and registration, with links to full details on each page.
Submissions
Call for Papers
Learn about the scope, topics of interest, and submission formats. We welcome original research, position papers, and case studies on trustworthy AI for health.
Schedule
Program
Explore invited talks, paper sessions, posters, and group discussions planned across the workshop days.
People
Introducing the Speakers
Meet invited speakers and contributors who work at the intersection of AI, healthcare, safety, and ethics.
Committee
Meeting the Organizers
Learn more about the organizing committee coordinating SECURE-AI4H and their research interests.
Location
Venue · Singapore
The workshop will be held in Singapore, a global hub for innovation, healthcare, and AI. The venue page will provide practical travel and accommodation details.
Attend
Registration
Learn how to register for SECURE-AI4H through the AAAI Winter workshop Series and what is included in your registration.