brain-radiodensity-feature-extractor 0.1.1

A simple library that extracts brain features from a Brain Tomography.

Brain Feature Extractor

A simple library that extracts brain features from a Brain Tomography. The constructed features refer to the regions:

• cerebrospinal fluid;

• clacification;

• gray matter;

• white matter;

• ischemic stroke;

• hemorrhagic stroke.

NOTE: The input image must be a file in DICOM format.

Installation

pip install brain-radiodensity-feature-extractor

Get started

How to extract features from a brain scan:

from brain_feature_extractor import BrainFeatureExtractorGMM



# Instancing the MGABTD-percent extractor

extractor = BrainFeatureExtractorGMM(percentage=0.3, pixel_level_feature=False)



# Extracting features from the image

print(extractor.extract_features(path='sample/image157_isquemico.dcm', verbose=True))