Harvard-Ophthalmology-AI-Lab

Harvard Ophthalmology AI Lab's repositories

FairSeg

[ICLR 2024] FairSeg: A Large-Scale Medical Image Segmentation Dataset for Fairness Learning Using Segment Anything Model with Fair Error-Bound Scaling

Language:Python87 11 6

FairCLIP

[CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning

Language:Jupyter NotebookMIT41 1 2

Harvard-GF

[IEEE Transactions on Medical Imaging 2024] Harvard Glaucoma Fairness: A Retinal Nerve Disease Dataset for Fairness Learning and Fair Identity Normalization

Language:PythonMIT1601

Harvard-GDP

[ICCV 2023] Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning

Language:Python13 1 1

FairVision

[arXiv 2024] FairVision: Equitable Deep Learning for Eye Disease Screening via Fair Identity Scaling

Language:PythonMIT4 10

EyeLearn

[Journal of Biomedical and Health Informatics 2023] Artifact-Tolerant Clustering-Guided Contrastive Embedding Learning for Ophthalmic Images in Glaucoma

Language:Python1 10

RNFLT2Vec

[Medical Image Analysis 2024] RNFLT2Vec: Artifact-Corrected Representation Learning for Retinal Nerve Fiber Layer Thickness Maps

Language:Python1 20

EquitableAI

000

FairAdaptiveScaling

Language:Python010

VFTransformer

Language:Jupyter Notebook010