Embedding-Based Representations for BRSET and mBRSET

Precomputed image embeddings for BRSET and mBRSET to support efficient ophthalmic AI research without raw-image redistribution.

At a glance

Field	Value
Short name	brset_mbrset_embeddings
Full name	Embedding-Based Representations for BRSET and mBRSET
Primary category	tabular
Contained modalities	tabular
Tasks	classification, retrieval
Samples	Not reported
Classes	Not reported (Not reported)
Splits	all
Size	Not reported
Source-stated terms	PhysioNet credentialed access terms
Normalized terms	unknown
Descriptive screening label	Unknown or unclear; do not assume permission
Terms scope	unknown
Access friction	controlled_or_manual
Route backend	PhysioNet
Availability	available (checked 2026-07-21)
Acquisition support	manual_access_blocked
Legacy sample-loader status	Metadata and access only

Notes

Derivative representation layer for existing BRSET/mBRSET cohorts.

Access preflight and acquisition

CLI

# This route requires upstream human action; no transfer starts.
eyehub download brset_mbrset_embeddings --data-dir ./data --dry-run --json
# Follow the official instructions shown by preflight.

Python

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

ds = REGISTRY.get_dataset('brset_mbrset_embeddings')
print(preflight_dataset(ds, './data'))  # returns manual_access_blocked

Upstream page: physionet.org/content

Source-term evidence: physionet.org/content

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{brset_mbrset_embeddings,
  title  = { Embedding-Based Representations for BRSET and mBRSET },
  note   = { Embedding-Based Representations for BRSET and mBRSET. PhysioNet, 2026 },
  year   = { 2026 },
  url    = { https://physionet.org/content/embedding-brset-mbrset/1.0.0/ },
}

Plain text

Embedding-Based Representations for BRSET and mBRSET. PhysioNet, 2026.

Source-stated terms

• Raw source string: PhysioNet credentialed access terms
• Normalized category: unknown
• Apparent scope: unknown
• 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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