Ophthalmology
Working Group
Mission Statement
This working group aims to advance the application of AI in ophthalmology through specialized tools and algorithms. The focus includes developing analysis methods for various ophthalmic imaging modalities, creating annotation tools, and building predictive models with the end goal of improving diagnosis and treatment of eye diseases. By leveraging MONAI's capabilities, the group accelerates innovation in ophthalmic image analysis.
Initiatives
Image Analysis & Processing
- • Color fundus photo analysis and processing
- • OCT image segmentation and classification
- • Multimodal registration and fusion
- • Disease classification and detection models
Clinical Applications & Tools
- • Smart annotation and segmentation tools
- • Clinical workflow integration solutions
- • Treatment planning support systems
- • Validation and performance optimization
Group Leads
Dr. Jayashree Kalpathy-Cramer
Chief, Division of Artificial Medical Intelligence, Ophthalmology
University of Colorado
Ophthalmology Working Group Chair
View Profile
Resources
Development Resources
Collaboration Opportunities
Development Contributions
- • Contribute to algorithm development
- • Help create analysis tools
- • Develop clinical workflows
Community Engagement
- • Join our regular working group meetings
- • Share your clinical expertise
- • Participate in validation studies