Imaging · dataset · 2026
Harvard-FairVision
Listed in Hugging Face Datasets
Dataset Card: Harvard-FairVision Dataset
Description
Summary
Harvard-FairVision is the first large-scale medical fairness dataset with both 2D and 3D imaging data, covering three major eye diseases affecting approximately 380 million people worldwide. It contains 30,000 subjects (10,000 per disease) across Age-Related Macular Degeneration (AMD), Diabetic Retinopathy (DR), and glaucoma, each with paired SLO fundus photos and 3D OCT B-scans and six demographic identity attributes.
Read the rest (1 more)
This… See the full description on the dataset page: huggingface.co/datasets/harvardairobotics/FairVision.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/harvardairobotics/FairVision ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2310.02492 arxiv.org/abs/2310.02492 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/harvardairobotics/FairVision ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · image classification · tabular · text
- From keywords
- Computer Science & AI
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | harvardairobotics/FairVision | 15 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[disease].local:disease:disease | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:tabular | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:imaging | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:image-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |