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 |
| First published | 2025-06-03 |
| Publication date precision | day |
| Publication date evidence | physionet.org/content |
| Publication date source field | PhysioNet landing page: Published |
| Publication date reviewed | 2026-09-11 |
| Primary category | fundus |
| Resource role | current_dataset |
| Dataset family | hygd |
| Contained modalities | fundus |
| Tasks | classification |
| Primary reported quantity | 747 images |
| 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 | self_service_authenticated |
| Route backend | PhysioNet |
| Availability | available (checked 2026-07-21) |
| Acquisition support | end_to_end_tested |
| Legacy sample-loader status | Metadata and access only |
Reported quantities
| Role | Count | Unit | Scope | Basis | Evidence |
|---|---|---|---|---|---|
| Primary | 747 | images | Primary quantity reported in the reviewed catalog source | legacy_catalog_field | https://doi.org/10.13026/pdxv-m215 |
Counts retain their source-reported units. Additional rows can describe components, paired items, or derivative copies and are not automatically added to the primary quantity.
Notes
Open-access (ODC-BY) — no PhysioNet credentialing required.
Access information and download
- CLI
- Python
# Read-only preflight
eyehub download hygd --data-dir ./data --dry-run --json
# Download, 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 download
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.
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