2026 Projects

The MICCAI 2026 Open Data Initiative seeks to advance health equity in medical imaging by addressing global disparities in data availability and participation. Most public medical imaging datasets originate from high-income countries, limiting the diversity and generalizability of AI models. Building on two successful MICCAI Open Data Sessions, this project will provide targeted financial and logistical support to researchers, particularly from low- and middle-income countries, to help them share datasets addressing underrepresented diseases and populations. Support will cover key barriers such as limited infrastructure, legal or ethical constraints, and lack of expertise. The initiative will culminate in the 3rd MICCAI Open Data Session, recognizing exemplary datasets and fostering community exchange. To ensure long-term sustainability, we will establish a MICCAI Open Data Special Interest Group (SIG) dedicated to open and inclusive research practices. Together, these efforts will strengthen global collaboration, increase data diversity, and promote more equitable AI-driven healthcare innovation.