Moorfields nAMD Visual-Change Prediction Dataset
Longitudinal quantitative OCT biomarkers and treatment-response variables for predicting visual acuity in neovascular AMD.
At a glance
| Field | Value |
|---|---|
| Short name | dryad_namd_visual_prediction |
| Full name | Moorfields nAMD Visual-Change Prediction Dataset |
| First published | 2021-02-04 |
| Publication date precision | day |
| Publication date evidence | https://doi.org/10.5061/dryad.573n5tb5d |
| Publication date source field | Published |
| Publication date reviewed | 2026-09-11 |
| Primary category | tabular |
| Resource role | current_dataset |
| Dataset family | dryad_namd_visual_prediction |
| Contained modalities | tabular, oct |
| Tasks | regression, prognosis |
| Primary reported quantity | 926 eyes |
| Classes | Not reported (Not reported) |
| Splits | all |
| Size | 0.0016 GB |
| Source-stated terms | CC0 1.0 |
| Normalized terms | cc0 |
| 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 | Dryad |
| 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 | 926 | eyes | Treatment-naive first-treated eyes in the primary analysis | official_source_description | https://doi.org/10.5061/dryad.573n5tb5d |
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
Primary analyses used 926 treatment-naive first-treated eyes from a larger Moorfields cohort. This resource overlaps the Moorfields AMD source cohort but exposes a distinct longitudinal prediction task.
Documented relationships
These links record source-supported lineage or overlap, not merely similar modality tags.
- This record has a documented
same or overlapping cohort asrelationship with dryad_moorfields_amd_1_2_year: The official records identify the Moorfields AMD database and overlapping treatment or extraction periods. (evidence) - This record has a documented
same or overlapping cohort asrelationship with dryad_moorfields_namd_fellow_eye: The official records identify the Moorfields AMD database and overlapping treatment or extraction periods. (evidence) - This record has a documented
same or overlapping cohort asrelationship with dryad_namd_oct_quant: Both records draw from the Moorfields AMD database; public descriptions do not establish exact containment. (evidence)
Access information and download
- CLI
- Python
# Read-only preflight
eyehub download dryad_namd_visual_prediction --data-dir ./data --dry-run --json
# Download, only when preflight reports supported behavior
eyehub download dryad_namd_visual_prediction --data-dir ./data
from eyedatahub.acquisition import preflight_dataset
from eyedatahub.datasets.registry import REGISTRY
ds = REGISTRY.get_dataset('dryad_namd_visual_prediction')
print(preflight_dataset(ds, './data')) # no download
Upstream page: https://doi.org/10.5061/dryad.573n5tb5d
Source-term evidence: https://doi.org/10.5061/dryad.573n5tb5d
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{dryad_namd_visual_prediction,
title = { Moorfields nAMD Visual-Change Prediction Dataset },
note = { Predicting incremental and future visual change in neovascular age-related macular degeneration using deep learning. Dryad. 2021. doi:10.5061/dryad.573n5tb5d },
year = { 2021 },
url = { https://doi.org/10.5061/dryad.573n5tb5d },
}
Predicting incremental and future visual change in neovascular age-related macular degeneration using deep learning. Dryad. 2021. doi:10.5061/dryad.573n5tb5d
Source-stated terms
- Raw source string: CC0 1.0
- Normalized category:
cc0 - 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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