Sarah Matta - Publications

Context-Aware Vision Language Foundation Models for Ocular Disease Screening in Retinal Images.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Domain Generalization for Multi-disease Detection in Fundus Photographs.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025

A robust deep learning classifier for screening multiple retinal diseases on optical coherence tomography.

Journal: Scientific reports

Published: January 27, 2025

A systematic review of generalization research in medical image classification.

Journal: Computers in biology and medicine

Published: March 22, 2024

Federated Learning for Diabetic Retinopathy Detection in a Multi-center Fundus Screening Network.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 12, 2023

Towards population-independent, multi-disease detection in fundus photographs.

Journal: Scientific reports

Published: June 21, 2022

ADAM Challenge: Detecting Age-Related Macular Degeneration From Fundus Images.

Journal: IEEE transactions on medical imaging

Published: May 04, 2022

Automatic Screening for Ocular Anomalies Using Fundus Photographs.

Journal: Optometry and vision science : official publication of the American Academy of Optometry

Published: December 13, 2021