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数据资源abdominal CT with kidney and tumor annotationskidney tumor CT segmentation datasetTCIA C4KC-KiTS collection; see collection page开放访问

C4KC-KiTS 肾肿瘤分割集合

C4KC-KiTS is a TCIA imaging collection associated with kidney and kidney tumor segmentation benchmarks. It supports kidney segmentation, renal tumor segmentation, surgical planning research, and evaluation of abdominal CT segmentation models.

数据资源chest radiographs with multi-label findingschest X-ray classification datasetLarge-scale Stanford chest X-ray dataset申请访问

CheXpert 胸部 X 光数据集

CheXpert is a large chest radiograph dataset from Stanford with uncertainty-aware labels for common chest X-ray findings. It is widely used for radiology classification, label uncertainty modeling, chest X-ray representation learning, and clinical imaging benchmarks.

数据资源EEG and polysomnography biosignalssleep physiology signal datasetExpanded Sleep-EDF PhysioNet dataset; version 1.0.0开放访问

Sleep-EDF Expanded 多导睡眠图数据集

Sleep-EDF Expanded contains polysomnographic sleep recordings with EEG and related physiological signals. It is used for sleep stage classification, biosignal time-series modeling, self-supervised learning on physiological signals, and clinical sleep research benchmarks.