Metadata-Version: 2.1
Name: SegmentationEvaluationTools
Version: 0.0.7
Summary: Tools for evaluating predictions on Simple-ITK Images
Home-page: https://github.com/brianmanderson/Segmentation_Evaluation_Tools
Author: Brian Mark Anderson
Author-email: bmanderson@mdanderson.org
License: UNKNOWN
Description: # 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 Segmentation_Evaluation_Tools.src.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)
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: GNU Affero General Public License v3
Description-Content-Type: text/markdown
