{"url":"/dataset/respiratorydatabase-tr","name":"RespiratoryDatabase@TR","full_name":null,"description_markdown":"Description\r\n12-channel lung sounds for each patient\r\nMulti-channel Analysis opportunity\r\n5 COPD severities \r\n(COPD0, COPD1, COPD2, COPD3, COPD4)\r\nShort-term recordings (At least 17s)\r\n\r\nThe details: https://doi.org/10.28978/nesciences.349282\r\n\r\nThis study was supported by Scientific and Technological Research Council of Turkish (TUBITAK-116E190). The contributors express their thanks to TUBITAK for providing fully support.","description_withheld":null,"homepage":"","introduced_date":"2021-01-21","introduced_date_note":null,"introduced_by":{"paper":"/paper/multimedia-respiratory-database","title":"Multimedia Respiratory Database (RespiratoryDatabase@TR): Auscultation Sounds and Chest X-rays","first_author":"Gokhan Altan","url":null},"license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"modalities":[],"tasks":[{"name":"Classification","url":"/task/classification-1","datasets_with_task":"/datasets/task/classification-1"}],"languages":[],"variants":["RespiratoryDatabase@TR"],"data_loaders":[],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/classification-on-respiratorydatabase-tr","task":"Classification","dataset_variant":"RespiratoryDatabase@TR","rows":1,"metrics":["Accuracy (% )"],"first_row_in_archive_order":{"model":"Resnet 50","paper":"/paper/chronic-obstructive-pulmonary-disease-1","metrics":{"Accuracy (% )":"92.5"},"code_links":[{"title":"Cipher-unhsiV/COPD-Severity-Assessment","url":"https://github.com/Cipher-unhsiV/COPD-Severity-Assessment"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/chronic-obstructive-pulmonary-disease-1","title":"Chronic Obstructive Pulmonary Disease Severity Classification using lung sound","date":"2024-06-06","rows_on_this_dataset":1,"code_links":1,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}