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{"description": "The comprehensive dataset contains over 220,000 single-rater and multi-rater labeled nuclei from breast cancer images\nobtained from TCGA, making it one of the largest datasets for nucleus detection, classification, and segmentation in hematoxylin and eosin-stained\ndigital slides of breast cancer. This version of the dataset is a revised single-rater dataset, featuring over 125,000 nucleus csvs.\nThese nuclei were annotated through a collaborative effort involving pathologists, pathology residents, and medical students, using the Digital Slide Archive.\n", "citation": "https://arxiv.org/abs/2102.09099\n", "homepage": "https://sites.google.com/view/nucls/home?authuser=0", "license": "CC0 1.0 license", "features": {"file_name": {"dtype": "string", "_type": "Value"}, "rgb_image": {"_type": "Image"}, "mask_image": {"_type": "Image"}, "visualization_image": {"_type": "Image"}, "annotation_coordinates": {"raw_classification": {"feature": {"dtype": "string", "_type": "Value"}, "_type": "Sequence"}, "main_classification": {"feature": {"dtype": "string", "_type": "Value"}, "_type": "Sequence"}, "super_classification": {"feature": {"dtype": "string", "_type": "Value"}, "_type": "Sequence"}, "type": {"feature": {"dtype": "string", "_type": "Value"}, "_type": "Sequence"}, "xmin": {"feature": {"dtype": "int64", "_type": "Value"}, "_type": "Sequence"}, "ymin": {"feature": {"dtype": "int64", "_type": "Value"}, "_type": "Sequence"}, "xmax": {"feature": {"dtype": "int64", "_type": "Value"}, "_type": "Sequence"}, "ymax": {"feature": {"dtype": "int64", "_type": "Value"}, "_type": "Sequence"}, "coords_x": {"feature": {"feature": {"dtype": "int64", "_type": "Value"}, "_type": "Sequence"}, "_type": "Sequence"}, "coords_y": {"feature": {"feature": {"dtype": "int64", "_type": "Value"}, "_type": "Sequence"}, "_type": "Sequence"}}}, "builder_name": "nu_cls_dataset", "dataset_name": "nu_cls_dataset", "config_name": "default", "version": {"version_str": "1.1.0", "major": 1, "minor": 1, "patch": 0}, "splits": {"train_fold_1": {"name": "train_fold_1", "num_bytes": 713722880, "num_examples": 1481, "dataset_name": "nu_cls_dataset"}, "test_fold_1": {"name": "test_fold_1", "num_bytes": 100086503, "num_examples": 263, "dataset_name": "nu_cls_dataset"}, "train_fold_3": {"name": "train_fold_3", "num_bytes": 582615372, "num_examples": 1339, "dataset_name": "nu_cls_dataset"}, "test_fold_3": {"name": "test_fold_3", "num_bytes": 231194011, "num_examples": 405, "dataset_name": "nu_cls_dataset"}, "train_fold_5": {"name": "train_fold_5", "num_bytes": 690174117, "num_examples": 1467, "dataset_name": "nu_cls_dataset"}, "test_fold_5": {"name": "test_fold_5", "num_bytes": 123635266, "num_examples": 277, "dataset_name": "nu_cls_dataset"}, "train_fold_4": {"name": "train_fold_4", "num_bytes": 680268755, "num_examples": 1450, "dataset_name": "nu_cls_dataset"}, "test_fold_4": {"name": "test_fold_4", "num_bytes": 133540628, "num_examples": 294, "dataset_name": "nu_cls_dataset"}, "train_fold_999": {"name": "train_fold_999", "num_bytes": 8155811, "num_examples": 21, "dataset_name": "nu_cls_dataset"}, "test_fold_999": {"name": "test_fold_999", "num_bytes": 3060043, "num_examples": 7, "dataset_name": "nu_cls_dataset"}, "train_fold_2": {"name": "train_fold_2", "num_bytes": 588456405, "num_examples": 1239, "dataset_name": "nu_cls_dataset"}, "test_fold_2": {"name": "test_fold_2", "num_bytes": 225352978, "num_examples": 505, "dataset_name": "nu_cls_dataset"}}, "download_checksums": {"https://www.dropbox.com/scl/fi/zsm9l3bkwx808wfryv5zm/NuCLS_dataset.zip?rlkey=x3358slgrxt00zpn7zpkpjr2h&dl=1": {"num_bytes": 808942273, "checksum": null}}, "download_size": 808942273, "dataset_size": 4080262769, "size_in_bytes": 4889205042} |