Curated catalogue for IRFundusSet (Integrated Retinal Fundus Set)
Description
Integrated Retinal Fundus Set (IRFundusSet) is a dataset that consolidates and curates several public datasets to ease their use as a harmonized unit and to
have a common definition of what is normal or healthy.
Motivation: Existing retinal fundus public datasets do not follow a standard format or structure for organizing and archiving the datasets. Moreover, eyes/images marked as `not pathological` might represent healthy eyes or eyes with another pathology that is not relevant to the task or disease the dataset was created for.
This dataset entails
- A Python module that that consolidates and harmonizes the public datasets and that can be used in a data pipeline following the PyTorch style for Dataset objects.
- A curated catalogue in CSV format where images have been manually reviewed to determine if the image is of a healthy or pathological eye; a common definition for what is a healthy observation
Files
irfundusset_master_catalogue.csv
Files
(6.4 MB)
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md5:cfe6b6e7ae02db30976ea80131b9adef
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Additional details
Related works
- Describes
- Preprint: arXiv:2402.11488 (arXiv)
Software
- Repository URL
- https://github.com/bilha-analytics/IRFundusSet
- Programming language
- Python