Singh Praveer

Federated Learning in Glaucoma: A Comprehensive Review and Future Perspectives.

Federated Learning presents a promising strategy to overcome current obstacles in developing AI models for glaucoma screening.

Optic Cup and Disc Segmentation of Fundus Images Using Artificial Intelligence Externally Validated With Optical Coherence Tomography Measurements.

The proposed AI pipeline had strong correlation with OCT measurements and performed comparably to EHR assessments, with high repeatability. Increased diversity and cardinality of training data improved performance and generalizability to unseen datasets.