Skip to content
@Harvard-Ophthalmology-AI-Lab

Harvard Ophthalmology AI Lab

Engaging in research on AI in ophthalmology and vision science. Lab website: ophai.hms.harvard.edu

Popular repositories Loading

  1. FairSeg FairSeg Public

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

    Python 97 16

  2. FairCLIP FairCLIP Public

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

    Jupyter Notebook 54 7

  3. FairDomain FairDomain Public

    [ECCV 2024] FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification

    Python 29 3

  4. Harvard-GF Harvard-GF Public

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

    Python 19 3

  5. Harvard-GDP Harvard-GDP Public

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

    Python 16 3

  6. FairVision FairVision Public

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

    Python 8 3

Repositories

Showing 10 of 13 repositories
  • Harvard-Ophthalmology-AI-Lab/FairnessGuarantee’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Dec 3, 2024
  • FairVision Public

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

    Harvard-Ophthalmology-AI-Lab/FairVision’s past year of commit activity
    Python 8 MIT 3 0 0 Updated Aug 2, 2024
  • Harvard-GF Public

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

    Harvard-Ophthalmology-AI-Lab/Harvard-GF’s past year of commit activity
    Python 19 MIT 3 0 0 Updated Aug 2, 2024
  • FairSeg Public

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

    Harvard-Ophthalmology-AI-Lab/FairSeg’s past year of commit activity
    Python 97 16 1 0 Updated Aug 2, 2024
  • EyeLearn Public

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

    Harvard-Ophthalmology-AI-Lab/EyeLearn’s past year of commit activity
    Python 1 1 0 0 Updated Aug 2, 2024
  • Harvard-GDP Public

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

    Harvard-Ophthalmology-AI-Lab/Harvard-GDP’s past year of commit activity
    Python 16 3 1 0 Updated Aug 2, 2024
  • FairDomain Public

    [ECCV 2024] FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification

    Harvard-Ophthalmology-AI-Lab/FairDomain’s past year of commit activity
    Python 29 3 2 0 Updated Aug 2, 2024
  • FairDiffusion Public
    Harvard-Ophthalmology-AI-Lab/FairDiffusion’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Aug 2, 2024
  • VFTransformer Public
    Harvard-Ophthalmology-AI-Lab/VFTransformer’s past year of commit activity
    Jupyter Notebook 1 2 0 0 Updated Aug 2, 2024
  • RNFLT2Vec Public

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

    Harvard-Ophthalmology-AI-Lab/RNFLT2Vec’s past year of commit activity
    Python 1 0 0 0 Updated Aug 2, 2024

People

This organization has no public members. You must be a member to see who’s a part of this organization.

Top languages

Loading…

Most used topics

Loading…