我有2个主要组ED和ES的图像数据集。每个组还属于不同的患者(001-> 100),并且每个患者都有一组图像。
我要列出两个列表,一个用于ED组患者,另一个用于ES组患者。
'patient001_ED_z009.png', 'patient001_ED_z010.png', 'patient001_ES_z001.png', 'patient001_ES_z002.png'
This is a sample of the dataset images names, the main pattern here is like this:
patientXXX_EY_zZZZ.png
.
XXX
are three digits represent the patient number, Y
refers to the two main groups D, S --> ED, ES, While last ZZZ
are three digits represent the patient's slice number, which varies from patient to another.
import os
path = 'dataset'
patients = os.listdir(path)
file_counts = len(patients)
print(patients)
# at this point I didn't know how to split them
您可以尝试使用此功能吗? 通过判断路径的路径拆分列表是否包含“ ED”。