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Merge branch 'main' of github.com:StanfordMIMI/Comp2Comp into main
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malteekj committed Jan 22, 2024
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Expand Up @@ -85,20 +85,40 @@ bin/C2C spine -i <path/to/input/folder>
```bash
bin/C2C aortic_calcium -i <path/to/input/folder>
```
- input_path should contain a DICOM series or subfolders that contain DICOM series.
- input_path should contain a DICOM series or subfolders that contain DICOM series, or a nifti file.
- Aortic calcifications are detected through an adaptive threshold in a dilated aorta mask
- Aortic calcifications are divided into abdominal and thoracic at the T12 level
- Segmentation masks for aortic calcium, the dilated aorta mask and the T12 seperation plane are saved in ./segmentation_masks/
- Metrics on an aggregated and individual level for the calcifications are written to .csv files in ./metrics/

### Example Output
```
Statistics on aortic calcifications:
Total number: 7
Total volume (cm³): 0.348
Mean HU: 570.3+/-85.8
Median HU: 544.2+/-85.3
Max HU: 981.7+/-266.4
Mean volume (cm³): 0.005+/-0.059
Median volume (cm³): 0.022
Max volume (cm³): 0.184
Min volume (cm³): 0.005
Abdominal:
Total number: 10
Total volume (cm³): 0.161
Mean HU: 383.3+/-66.4
Median HU: 366.5+/-62.9
Max HU: 571.9+/-190.6
Mean volume (cm³): 0.016+/-0.020
Median volume (cm³): 0.011
Max volume (cm³): 0.074
Min volume (cm³): 0.002
Threshold (HU): 266.000
Thoracic:
Total number: 1
Total volume (cm³): 0.030
Mean HU: 378.1+/-0.0
Median HU: 376.0+/-0.0
Max HU: 538.0+/-0.0
Mean volume (cm³): 0.030+/-0.000
Median volume (cm³): 0.030
Max volume (cm³): 0.030
Min volume (cm³): 0.030
Threshold (HU): 266.000
```

## AAA Segmentation and Maximum Diameter Measurement
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