test_imgs_path=os.path.join( "tmp_path" )
reader=sitk.ImageSeriesReader()
series_ids=reader.GetGDCMSeriesIDs(test_imgs_path)
filenames=reader.GetGDCMSeriesFileNames( test_imgs_path,series_ids[0] )
reader.SetFileNames( filenames )
sitk_img=reader.Execute()
imgArray=sitk.GetArrayFromImage( sitk_img )
print imgArray.shape
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