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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

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  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 84 18

  2. FairCLIP FairCLIP Public

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

    Jupyter Notebook 58 9

  3. FairDomain FairDomain Public

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

    Python 29 4

  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 4

  5. Harvard-GDP Harvard-GDP Public

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

    Python 19 4

  6. FairVision FairVision Public

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

    Python 8 4

Repositories

Showing 10 of 14 repositories
  • DualLevelTree Public
    Harvard-Ophthalmology-AI-Lab/DualLevelTree’s past year of commit activity
    0 0 0 0 Updated Jan 12, 2025
  • FairDiffusion Public
    Harvard-Ophthalmology-AI-Lab/FairDiffusion’s past year of commit activity
    Python 2 Apache-2.0 1 0 0 Updated Jan 6, 2025
  • FairnessGuarantee Public
    Harvard-Ophthalmology-AI-Lab/FairnessGuarantee’s past year of commit activity
    Python 0 MIT 1 0 0 Updated Jan 2, 2025
  • FairCLIP Public

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

    Harvard-Ophthalmology-AI-Lab/FairCLIP’s past year of commit activity
    Jupyter Notebook 58 MIT 9 2 0 Updated Jan 2, 2025
  • FairAdaptiveScaling Public

    [medRxiv 2024] Equitable Deep Learning for Diabetic Retinopathy Detection Using Multi-Dimensional Retinal Imaging with Fair Adaptive Scaling

    Harvard-Ophthalmology-AI-Lab/FairAdaptiveScaling’s past year of commit activity
    Python 0 1 0 0 Updated Jan 2, 2025
  • FairNormalization Public

    [npj Digital Medicine] Equitable Artificial Intelligence for Glaucoma Screening with Fair Identity Normalization

    Harvard-Ophthalmology-AI-Lab/FairNormalization’s past year of commit activity
    Python 0 1 0 0 Updated Jan 2, 2025
  • 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 1 0 0 Updated Jan 2, 2025
  • VFTransformer Public
    Harvard-Ophthalmology-AI-Lab/VFTransformer’s past year of commit activity
    Jupyter Notebook 1 3 0 0 Updated Jan 2, 2025
  • 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 4 2 0 Updated Jan 2, 2025
  • 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 19 4 1 0 Updated Jan 2, 2025
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