Glaucoma Expert Chain-of-Thought Refined Dataset

Revised glaucoma reasoning reports paired with the documented source fundus cases.

At a glance

Field	Value
Short name	glaucoma_expert_cot_refined
Full name	Glaucoma Expert Chain-of-Thought Refined Dataset
First published	Unknown
Publication date precision	Unknown
Publication date evidence	Unknown
Publication date source field	Unknown
Publication date reviewed	Unknown
Primary category	fundus
Resource role	annotation_layer
Dataset family	glaucoma_expert_cot_refined
Contained modalities	fundus
Tasks	classification, image_text
Primary reported quantity	1,074 image report pairs
Classes	Not reported (Not reported)
Splits	all
Size	Not reported
Source-stated terms	Other; source-image terms apply
Normalized terms	unknown
Descriptive screening label	Unknown or unclear; do not assume permission
Terms scope	dataset_files
Access friction	self_service_authenticated
Route backend	HuggingFace Hub
Availability	available (checked 2026-08-02)
Acquisition support	standard_platform_supported
Legacy sample-loader status	Metadata and access only

Reported quantities

Role	Count	Unit	Scope	Basis	Evidence
Primary	1,074	image_report_pairs	Source reports 1,074 fundus cases with refined JSONL reasoning records. Source-stated quantity; repository file count is separate.	official_source_description	huggingface.co/datasets

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

Current refined release. The earlier raw reasoning release is retained as version history and is not counted separately.

Documented relationships

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

• This record is derived from lag: The official dataset card identifies LAG and PAPILA as the source fundus resources paired with the refined glaucoma reasoning records. (evidence)
• This record is derived from papila: The official dataset card identifies LAG and PAPILA as the source fundus resources paired with the refined glaucoma reasoning records. (evidence)

Access information and download

CLI

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

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

Python

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

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

Upstream page: huggingface.co/datasets

Other documented locations

These links identify alternate deposits, components, metadata records, mirrors, versions, or related derived materials. They do not create additional canonical catalog records.

• huggingface: previous version (yuzhench/glaucoma-expert-cot-raw-1077, version raw): Earlier reasoning release superseded by the refined record.

Source-term evidence: huggingface.co/datasets

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

@misc{glaucoma_expert_cot_refined,
  title  = { Glaucoma Expert Chain-of-Thought Refined Dataset },
  note   = { Repository dataset record. yuzhench/glaucoma-expert-cot-refined-1077 },
  url    = { https://huggingface.co/datasets/yuzhench/glaucoma-expert-cot-refined-1077 },
}

Plain text

Repository dataset record. yuzhench/glaucoma-expert-cot-refined-1077.

Source-stated terms

• Raw source string: Other; source-image terms apply
• Normalized category: unknown
• Apparent scope: dataset_files
• Descriptive screening label: Unknown or unclear; do not assume permission

⚠️ 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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