Research Papers
Submissions for peer-reviewed research at the intersection of machine learning and health, to be presented at the symposium.
Machine Learning/CORE Unranked
ML4H 2026
2026 Machine Learning for Health Symposium Demo Track
ML4H 2026 is the 6th symposium dedicated to advancing machine learning research in healthcare, bringing together researchers, clinicians, and practitioners to share innovative work at the intersection of ML and health. The event features in-person presentations, mentorship programs, and research roundtables to foster collaboration and community growth.
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Demonstrations
Interactive showcases of tools, systems, or applications in machine learning for health.
Mentorship Program Applications
Applications for three mentorship programs: Author Mentorship, Reviewer Mentorship, and Career Mentorship, aimed at supporting early-career researchers.
Research areas in scope
01
Call for Participation
Machine learning for healthHealthcare applications of machine learningClinical decision supportMedical imaging analysisElectronic health record miningPublic health modelingHealth equity and fairness in MLReproducibility and robustness in health ML
Policies worth checking twice
- Author Mentorship requires mentees to have an existing paper idea and intend to submit to ML4H 2026.
- Mentees in the Author Mentorship program must submit their paper by the September 10, 2026 deadline.
- Mentors in the Author Mentorship program are not required to be listed as authors, and authorship decisions are left to the mentee and their PI.
- Reviewer Mentorship requires mentees to submit reviews via OpenReview by the official deadline and to incorporate mentor feedback.
- All participants in mentorship programs must abide by the ML4H Code of Conduct.
- Reviewer mentors are expected to provide feedback on review quality, not act as additional reviewers.
- Career Mentorship requires attendance of a group workshop and at least one 1:1 mentoring session.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026