I found a suitable model and code on Hugging Face for chest CT image feature extraction. However, after preprocessing, the image has a shape of [251, 1024, 1024], which cannot be directly moved to the GPU for inference. Do I need to perform resampling? If so, are there recommended spacing parameters?
Additionally, the provided code includes from monai.inferers import SlidingWindowInferer, but it is not actually used. What window size should I use for the sliding window inference?
I found a suitable model and code on Hugging Face for chest CT image feature extraction. However, after preprocessing, the image has a shape of
[251, 1024, 1024], which cannot be directly moved to the GPU for inference. Do I need to perform resampling? If so, are there recommended spacing parameters?Additionally, the provided code includes
from monai.inferers import SlidingWindowInferer, but it is not actually used. What window size should I use for the sliding window inference?