Thrombus Segmentation on CHSF+MATAR
0FP Count (Proximal)nnUnet
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| nnUnetLesion distance post-processing=true, Threshold post-processing=false, Big (biggest object) post-processing=false, Number of parameters (millions)=≃ 30, Number of slices=122026.04 | 0 | 0.7 | 0 | 161.3 | 0.4 | 0.5 | 373.6 | 130.9 | 48 | 51 | 70 | 70 | |
| AttLLSTMLesion distance post-processing=true, Threshold post-processing=false, Big (biggest object) post-processing=false, Number of parameters (millions)=≃ 2, Number of slices=122026.04 | 0 | 0.1 | 0 | 8.5 | 0.2 | 0.3 | 0.2 | 79.4 | 52 | 58 | 100 | 91 | |
| nnUnetLesion distance post-processing=true, Threshold post-processing=true, Big (biggest object) post-processing=false, Number of parameters (millions)=≃ 30, Number of slices=122026.04 | 0 | 0.8 | 0 | 177.9 | 0.5 | 0.5 | 373.6 | 130.9 | 49 | 51 | 70 | 70 | |
| AttLLSTMLesion distance post-processing=true, Threshold post-processing=true, Big (biggest object) post-processing=false, Number of parameters (millions)=≃ 2, Number of slices=122026.04 | 0 | 0.1 | 0 | 8.5 | 0.2 | 0.3 | 0.2 | 79.4 | 63 | 59 | 100 | 91 | |
| AttCLSTMLesion distance post-processing=true, Threshold post-processing=false, Big (biggest object) post-processing=false, Number of parameters (millions)=≃ 3, Number of slices=122026.04 | 0.5 | 0.9 | 19.4 | 109.8 | 0.3 | 0.6 | 141.1 | 134.4 | 43 | 36 | 90 | 60 | |
| AttCLSTMLesion distance post-processing=true, Threshold post-processing=true, Big (biggest object) post-processing=false, Number of parameters (millions)=≃ 3, Number of slices=122026.04 | 0.5 | 0.9 | 59.9 | 245.8 | 0.3 | 0.6 | 141.1 | 134.4 | 54 | 32 | 90 | 60 | |
| nnUnetLesion distance post-processing=false, Threshold post-processing=false, Big (biggest object) post-processing=false, Number of parameters (millions)=≃30, Number of slices=122026.04 | 0.6 | 1.1 | 37.1 | 222.4 | 0.4 | 0.5 | 373.6 | 125.3 | 46 | 45 | 70 | 70 | |
| LLSTMLesion distance post-processing=false, Threshold post-processing=false, Big (biggest object) post-processing=false, Number of parameters (millions)=≃ 1, Number of slices=122026.04 | 0.8 | 1.7 | 111.9 | 34.9 | 0.2 | 0.6 | 0.2 | 136.4 | 48 | 36 | 100 | 64 | |
| AttLLSTMLesion distance post-processing=false, Threshold post-processing=false, Big (biggest object) post-processing=false, Number of parameters (millions)=≃ 2, Number of slices=122026.04 | 1 | 0.6 | 49.8 | 63.3 | 0.2 | 0.3 | 0.2 | 79.4 | 55 | 54 | 100 | 91 | |
| AttCLSTMLesion distance post-processing=false, Threshold post-processing=false, Big (biggest object) post-processing=false, Number of parameters (millions)=≃ 3, Number of slices=122026.04 | 1.2 | 1.6 | 43.81 | 99.3 | 0.3 | 0.4 | 141.1 | 100.7 | 41 | 38 | 90 | 72 | |
| CLSTMLesion distance post-processing=false, Threshold post-processing=false, Big (biggest object) post-processing=false, Number of parameters (millions)=≃ 2, Number of slices=122026.04 | 3.8 | 2.6 | 178.1 | 153.5 | 0.2 | 0.4 | 0.2 | 28.1 | 39 | 33 | 100 | 81 |