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"framework": "nnU-Net v2.5 (custom fork: nnUNet_hti_cbdc_nnUNet_v2.5)",
"task": "multi-class aorta segmentation in CTA (AortaSeg24 challenge)",
"pipeline": "two-stage: 3d_lowres binary aorta localization -> ROI (scaling factor m=2.0) -> 3d_fullres 24-class segmentation",
"checkpoint_name": "checkpoint_final.pth",
"datasets": {
"Dataset825_AortaSeg24_CTA_bin_50": {
"stage": 1,
"configuration": "3d_lowres",
"num_classes": 2,
"folds": ["0", "all"],
"trainer": "nnUNetTrainer_CE_DC_CBDC_NoMirroring_500epochs"
},
"Dataset824_AortaSeg24_CTA_50": {
"stage": 2,
"configuration": "3d_fullres",
"num_classes": 24,
"folds": ["0", "1", "2", "3", "4", "all"],
"trainer": "nnUNetTrainer_Hierarchical_CBDC_AortaSeg23_NoMirroring_500epochs"
}
},
"layout": "mirrors nnUNet_results/ and can be downloaded directly into it",
"code": "https://github.com/PengchengShi1220/AortaSeg24",
"citation": "arXiv:2511.14187",
"license": "apache-2.0"
}
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