数据资源abdominal CT and MRI with multi-organ annotationsabdominal multi-organ segmentation benchmarkAMOS 2022 challenge benchmark; see official Grand Challenge page申请访问 AMOS 腹部多器官分割基准
AMOS is an abdominal multi-organ segmentation benchmark with CT and MRI cases for evaluating versatile medical image segmentation models. It supports abdominal organ segmentation, modality-general segmentation, and benchmarking of robust 3D segmentation methods.
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CT/MRI分割基准10 segmentation tasks开放访问 Medical Segmentation Decathlon 医学分割十项全能
Legacy multi-task biomedical image segmentation benchmark retained as a reference; newer segmentation benchmarks are listed above it.
数据资源医学影像分割基准IMed-361M / IMIS-Bench开放访问 IMed-361M / IMIS-Bench 交互式医学图像分割基准
Interactive medical image segmentation benchmark and baseline from CVPR 2025, covering multiple modalities, organs, and target structures.