PAPILA: Glaucoma Fundus Dataset with Clinical Data

488 fundus images from 244 patients (both eyes). Expert OD/OC segmentation, glaucoma stage, IOP, and clinical metadata.

At a glance

Field	Value
Short name	papila
Full name	PAPILA: Glaucoma Fundus Dataset with Clinical Data
First published	2022-04-29
Publication date precision	day
Publication date evidence	api.figshare.com/v2
Publication date source field	published_date (original Figshare version 1)
Publication date reviewed	2026-09-11
Primary category	fundus
Resource role	current_dataset
Dataset family	papila
Contained modalities	fundus, tabular
Tasks	classification, segmentation
Primary reported quantity	488 images
Classes	3 (Healthy, Glaucoma suspect, Glaucoma)
Splits	all
Size	0.4 GB
Source-stated terms	CC BY 4.0
Normalized terms	cc-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	Direct HTTP
Availability	available (checked 2026-07-21)
Acquisition support	guided_instructions_only
Legacy sample-loader status	Standard loader included

Reported quantities

Role	Count	Unit	Scope	Basis	Evidence
Primary	488	images	Primary quantity reported in the reviewed catalog source	legacy_catalog_field	zenodo.org/records

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.

Documented relationships

These links record source-supported lineage or overlap, not merely similar modality tags.

• glaucoma_expert_cot_refined is derived from this record: The official dataset card identifies LAG and PAPILA as the source fundus resources paired with the refined glaucoma reasoning records. (evidence)
• mm_retinal_reason is derived from this record: The version-pinned official dataset card lists this record among the CFP or OCT sources used to construct MM-Retinal-Reason. (evidence)
• smdg is derived from this record: The official SMDG source table lists this catalog record among the 19 standardized source domains. (evidence)

Access information and download

CLI

# Read-only preflight
eyehub download papila --data-dir ./data --dry-run --json

# Download, only when preflight reports supported behavior
eyehub download papila --data-dir ./data

Python

from eyedatahub.acquisition import preflight_dataset
from eyedatahub.datasets.registry import REGISTRY

ds = REGISTRY.get_dataset('papila')
print(preflight_dataset(ds, './data'))  # no download

Upstream page: zenodo.org/records

Source-term evidence: zenodo.org/records

Loader example

This entry includes a standard DatasetSample loader.

from pathlib import Path
from eyedatahub.datasets.registry import REGISTRY

data_dir = Path('~/.eyedatahub/data').expanduser()
ds = REGISTRY.get_dataset('papila')
samples = ds.load(data_dir, split='all')
for s in samples[:5]:
    print(s.sample_id, s.label, s.image_path)

Citation

BibTeX

@misc{papila,
  title  = { PAPILA: Glaucoma Fundus Dataset with Clinical Data },
  note   = { Kovalyk et al., 'PAPILA: Dataset with fundus images and clinical data of both eyes of the same patient for glaucoma assessment', Scientific Data 2022 },
  year   = { 2022 },
  url    = { https://zenodo.org/records/6379970 },
}

Plain text

Kovalyk et al., 'PAPILA: Dataset with fundus images and clinical data of both eyes of the same patient for glaucoma assessment', Scientific Data 2022.

Source-stated terms

• Raw source string: CC BY 4.0
• Normalized category: cc-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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