wyli

images = sorted(glob(os.path.join(IMAGE_FOLDER,"case*.nii.gz")))
val_files = [{"img": img} for img in images]
# define transforms for image and segmentation
infer_transforms = Compose(
    [
        LoadNiftid("img"),
        AddChanneld("img"),
        Orientationd("img", "SPL"), 
        ToTensord("img"),
    ]

wyli

from monai.networks.blocks import MaxAvgPool, SimpleASPP

max_avg_pool = MaxAvgPool(spatial_dims=spatial_dims, kernel_size=2)
aspp = SimpleASPP(spatial_dims, ft_chns[4], int(ft_chns[4] / 4),
                  kernel_sizes=[1, 3, 3, 3], dilations=[1, 2, 4, 6])

wyli

from email.utils import formatdate
"""将当前时间以标准格式输出 时区选择GMT标准时间"""
nowString = formatdate(timeval=None, localtime=False, usegmt=True)