activity
20172024
most citedGrader variability and the importance of reference standards for evaluating machine learning models for diabetic retinopathy

576 citations · 879 across the 7 of their papers we have counts for

collaborators
Showing eess.IVShow all

2 papers · 1 filter

eess.IV2023★ 4 cited

Domain-specific optimization and diverse evaluation of self-supervised models for histopathology

Jeremy Lai, Faruk Ahmed, Supriya Vijay +13

Task-specific deep learning models in histopathology offer promising opportunities for improving diagnosis, clinical research, and precision medicine. However, development of such…

eess.IV2022★ 2 cited

Discovering novel systemic biomarkers in photos of the external eye

Boris Babenko, Ilana Traynis, Christina Chen +16

External eye photos were recently shown to reveal signs of diabetic retinal disease and elevated HbA1c. In this paper, we evaluate if external eye photos contain information about…