{"url":"/dataset/smdg","name":"SMDG","full_name":"Standardized Multi-Channel Dataset for Glaucoma","description_markdown":"Standardized Multi-Channel Dataset for Glaucoma (SMDG-19) is a collection and standardization of 19 public datasets, comprised of full-fundus glaucoma images, associated image metadata like, optic disc segmentation, optic cup segmentation, blood vessel segmentation, and any provided per-instance text metadata like sex and age. This dataset is the largest public repository of fundus images with glaucoma.","description_withheld":null,"homepage":"https://www.kaggle.com/datasets/deathtrooper/multichannel-glaucoma-benchmark-dataset","introduced_date":"2023-05-01","introduced_date_note":null,"introduced_by":null,"license":{"name":"Other","url":"https://www.kaggle.com/datasets/deathtrooper/multichannel-glaucoma-benchmark-dataset/settings"},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Medical","url":"/datasets/modality/medical"},{"name":"Tabular","url":"/datasets/modality/tabular"}],"tasks":[{"name":"Binary Classification","url":"/task/binary-classification","datasets_with_task":"/datasets/task/binary-classification"},{"name":"Retinal Vessel Segmentation","url":"/task/retinal-vessel-segmentation","datasets_with_task":"/datasets/task/retinal-vessel-segmentation"},{"name":"Image Segmentation","url":"/task/image-segmentation","datasets_with_task":"/datasets/task/image-segmentation"},{"name":"Optic Disc Segmentation","url":"/task/optic-disc-segmentation","datasets_with_task":"/datasets/task/optic-disc-segmentation"},{"name":"Optic Cup Segmentation","url":"/task/optic-cup-segmentation","datasets_with_task":"/datasets/task/optic-cup-segmentation"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["SMDG"],"data_loaders":[],"num_papers_in_archive":0,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"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."}