How can I use sliding window infer for binary classification task?

[SoyaOda]

Could you kindly explain how to use sliding window infer for binary classification task from 3D image?
I checked the spleen tutorial and tried to use "sliding_window_inference" but could not use the function for my binary classification task.
I think tensor size is different because my model change (N,C,image shape) to (N,C,binary one_hot vector).
Is there other methods to use sliding window infer for binary classification?

[Nic-Ma]

Hi @SoyaOda ,

I think we don't support sliding window in classification task so far.
But you are making an interesting point, we can consider this feature.
CC @wyli @ericspod .

Thanks.

[YazdanSalimi]

Thank you for your response. Any update?

[wyli]

yes more recent versions support this use case, for example #4318 (reply in thread)