Datasets | Yu Tian

FairFedMed

The first medical federated learning dataset designed to study group fairness

Largest 2D (SLO fundus) + 3D (OCT Bscans) medical imaging fairness dataset

A large-scale medical image segmentation dataset for fairness learning

A large-scale vision-language medical dataset for fairness learning

the first dataset for studying fairness of medical generative models

A large-scale cross-domain multi-tasks medical imaging dataset for domain adaptation/generalization and fairness learning

A pilot multitask and multimodal glaucoma dataset, called Harvard Glaucoma Detection and Progression (Harvard-GDP)

a retinal nerve disease dataset with both 2D and 3D imaging data and balanced racial groups for glaucoma detection

A new weakly supervised video benchmark containing a large-scale diverse colonoscopy video dataset that combines several public colonoscopy datasets.