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@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 91 14

  2. FairCLIP FairCLIP Public

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

    Jupyter Notebook 46 4

  3. 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 16 2

  4. FairDomain FairDomain Public

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

    Python 16 2

  5. Harvard-GDP Harvard-GDP Public

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

    Python 14 2

  6. FairVision FairVision Public

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

    Python 7 1

Repositories

Showing 10 of 12 repositories
  • 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 7 MIT 1 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 16 MIT 2 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 91 14 2 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 14 2 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 16 2 1 0 Updated Aug 2, 2024
  • Harvard-Ophthalmology-AI-Lab/FairDiffusion’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Aug 2, 2024
  • Harvard-Ophthalmology-AI-Lab/VFTransformer’s past year of commit activity
    Jupyter Notebook 1 1 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
  • FairNormalization Public

    [medRxiv 2023] Equitable Artificial Intelligence for Glaucoma Screening with Fair Identity Normalization

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

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