PyRadiomics to Pandas DataFrame

main.py

import radiomics
import six
from radiomics import featureextractor
import pandas as pd
import numpy as np
from matplotlib import pyplot as plt

extractor = featureextractor.RadiomicsFeatureExtractor()

def feature2pd(image, mask, index):
    result = extractor.execute(image, mask)
    sub_dict = {}
    for key, value in six.iteritems(result):
        if key.find('original') == 0: #篩選key的開頭是'original'
            #print(key)
            #print(float(value))
            key = key[9:]
            value=float(value)
            sub_dict.update({key:value})
    
    output = pd.DataFrame.from_dict(sub_dict, orient='index', columns=[index]).transpose()
    
    return output