HYGD: Hillel Yaffe Glaucoma Dataset
747 fundus images from 288 patients with glaucoma labels confirmed by paired OCT + visual field. First public dataset with gold-standard multimodal glaucoma confirmation.
At a glance
| Field | Value |
|---|---|
| Short name | hygd |
| Full name | HYGD: Hillel Yaffe Glaucoma Dataset |
| Primary category | fundus |
| Contained modalities | fundus |
| Tasks | classification |
| Samples | 747 |
| Classes | 2 (non_glaucoma, glaucoma) |
| Splits | all |
| Size | 1.0 GB |
| Source-stated terms | ODC-BY 1.0 (Open Data Commons Attribution) |
| Normalized terms | odc-by |
| Descriptive screening label | Standard label without an explicit NC clause; not a permission finding |
| Terms scope | dataset_files |
| Access friction | anonymous_direct |
| Route backend | PhysioNet |
| Availability | available (checked 2026-07-21) |
| Acquisition support | standard_platform_supported |
| Legacy sample-loader status | Metadata and access only |
Notes
Open-access (ODC-BY) — no PhysioNet credentialing required.
Access preflight and acquisition
- CLI
- Python
# Read-only preflight
eyehub download hygd --data-dir ./data --dry-run --json
# Explicit transfer, only when preflight reports supported behavior
eyehub download hygd --data-dir ./data
from eyedatahub.acquisition import preflight_dataset
from eyedatahub.datasets.registry import REGISTRY
ds = REGISTRY.get_dataset('hygd')
print(preflight_dataset(ds, './data')) # no transfer
Upstream page: https://doi.org/10.13026/pdxv-m215
Source-term evidence: https://doi.org/10.13026/pdxv-m215
Loader status
This catalog record provides metadata and access instructions, but it does not yet include a standard DatasetSample loader. Inspect the source file structure or contribute a loader before using it in a training pipeline.
Citation
- BibTeX
- Plain text
@misc{hygd,
title = { HYGD: Hillel Yaffe Glaucoma Dataset },
note = { Hillel Yaffe Glaucoma Dataset, PhysioNet 2024 (v1.1.0). Labels gold-standardized via OCT + visual field. doi:10.13026/pdxv-m215 },
year = { 2024 },
url = { https://doi.org/10.13026/pdxv-m215 },
}
Hillel Yaffe Glaucoma Dataset, PhysioNet 2024 (v1.1.0). Labels gold-standardized via OCT + visual field. doi:10.13026/pdxv-m215
Source-stated terms
- Raw source string: ODC-BY 1.0 (Open Data Commons Attribution)
- Normalized category:
odc-by - Apparent scope:
dataset_files - Descriptive screening label: Standard label without an explicit NC clause; not a permission finding
⚠️ Source-stated terms, scope, and normalized labels are curation metadata, not legal advice or a permission finding. Review the current official source before transfer or reuse.
Related datasets with shared modalities
- airogs: AIROGS: AI for Robust Glaucoma Screening (113,893 records,
cc-by-nc-nd) - eyecare_100k: Eyecare-100K: Multimodal Ophthalmology VQA Corpus (102,000 records,
unknown) - justraigs: JustRAIGS: Just Referral AI Glaucoma Screening Dataset (101,442 records,
cc-by-nc-nd) - eyepacs: EyePACS — Diabetic Retinopathy Detection (Kaggle 2015) (88,702 records,
research-only) - multieye: MultiEYE: OCT-Enhanced Fundus Multi-Disease Benchmark (58,036 records,
mit) - angioreport: AngioReport Fundus Angiography Report Dataset (55,361 records,
unknown) - ffa_ir: FFA-IR Medical Report Dataset (47,247 records,
unknown) - bidr: BiDR: Diabetic Retinopathy Diagnosis Dataset (35,126 records,
unknown)