Dataset YAML schema - Githubissues

esl-epfl / szcore

This repository hosts an open seizure detection benchmarking platform.

https://esl-epfl.github.io/szcore/

MIT License

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Dataset YAML schema #29

Open danjjl opened 3 weeks ago

danjjl commented 3 weeks ago

Similarly to algorithms, datasets should be listed in dataset.yaml entries. The schema for datasets should be produced. It can be based on the algorithm schema.

It should also include statistics on datasets, e.g.:

Number of subjects
Number of seizures
Avg recording duration
EEG Montage
Total hours of recording

danjjl commented 3 weeks ago

Several options seem possible:

DatasetJSON (as defined by CDISC) -- No json.schema
Based on CIFF -- no definition of th number of subjects, recording variables, ...
Based on BIDS dataset_description.json -- very little information in the file
Schema.org Dataset definition -- No json.schema, lack of variables, still might be the most commonly accepted solution as it seems well accepted