Simpleitk encountered an ITK only supports orthonormal direction cosines error while reading NII

Preface

There are some nii/nii.gz File in use simpleITK Encountered while reading ITK only supports orthonormal direction cosines Error of , This time it needs to be repaired

Code

file_path = "001.nii.gz"
try:
    image = sitk.ReadImage(file_path)        
except:
    print(f'cosines problem occures, try to fix it...')
    img = nib.load(file_path)
    qform = img.get_qform()
    img.set_qform(qform)
    sform = img.get_sform()
    img.set_sform(sform)
    nib.save(img,file_path)
    image = sitk.ReadImage(file_path) 
    print(f'now we have fixed it!')

print(image.GetSize())