Segmentation_Evaluation_Tools
There are a set of tools for creating quantitative comparison metrics based on ground truth and prediction SITK Image handles
Installation
pip install SegmentationEvaluationTools
Usage
from SegmentationEvaluationTools.SIKOverlapTools import calculate_overlap_measures, determine_sensitivity,
determine_false_positive_rate_and_false_volume, sitk
truth_handle_base = sitk.ReadImage(image_path)
prediction_handle_base = sitk.ReadImage(prediction_path)
overlap_measures = calculate_overlap_measures(prediction_handle_base, truth_handle_base, measure_as_multiple_sites=False, perform_distance_measures=False)
fp_measures = determine_false_positive_rate_and_false_volume(prediction_handle_base, truth_handle_base)
sensitivity_measures = deteremine_sensitivity(prediction_handle=prediction_handle_base, truth_handle_base)
1 maintainer
Metadata
1 maintainer
Release files for SegmentationEvaluationTools 0.0.9
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Source distribution (sdist)
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|---|---|---|---|---|
| SegmentationEvaluationTools-0.0.9-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 23.5 kB
Release files / SegmentationEvaluationTools-0.0.9.tar.gz
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Release files / SegmentationEvaluationTools-0.0.9-py3-none-any.whl
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