Bangladesh Multi-Disease Retinal Dataset

One thousand seven hundred eighty-six original color fundus images for diabetic retinopathy, age-related macular degeneration, and glaucoma grading/classification.

At a glance

Field	Value
Short name	bmrd
Full name	Bangladesh Multi-Disease Retinal Dataset
Primary category	fundus
Contained modalities	fundus
Tasks	classification, grading
Samples	1,786
Classes	Not reported (Not reported)
Splits	all
Size	Not reported
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	Mendeley Data
Availability	available (checked 2026-07-21)
Acquisition support	standard_platform_supported
Legacy sample-loader status	Metadata and access only

Access preflight and acquisition

CLI

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

# Explicit transfer, only when preflight reports supported behavior
eyehub download bmrd --data-dir ./data

Python

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

ds = REGISTRY.get_dataset('bmrd')
print(preflight_dataset(ds, './data'))  # no transfer

Upstream page: data.mendeley.com/datasets

Source-term evidence: data.mendeley.com/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{bmrd,
  title  = { Bangladesh Multi-Disease Retinal Dataset },
  note   = { Ema RR. Bangladesh Multi-Disease Retinal Dataset (BMRD). Mendeley Data, V1, 2025. doi:10.17632/959whsbc6v.1 },
  year   = { 2025 },
  url    = { https://data.mendeley.com/datasets/959whsbc6v/1 },
}

Plain text

Ema RR. Bangladesh Multi-Disease Retinal Dataset (BMRD). Mendeley Data, V1, 2025. doi:10.17632/959whsbc6v.1

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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• eyepacs: EyePACS — Diabetic Retinopathy Detection (Kaggle 2015) (88,702 records, research-only)
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• angioreport: AngioReport Fundus Angiography Report Dataset (55,361 records, unknown)
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• bidr: BiDR: Diabetic Retinopathy Diagnosis Dataset (35,126 records, unknown)