Is there a way to combine Test-Time Augmentation (TTA) with sliding window inference?

Project-MONAI / MONAI

AI Toolkit for Healthcare Imaging

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Is there a way to combine Test-Time Augmentation (TTA) with sliding window inference? #8032

Open Guoxt opened 3 weeks ago

Guoxt commented 3 weeks ago

Is there a way to combine Test-Time Augmentation (TTA) with sliding window inference? Specifically, how can TTA be implemented during sliding window inference, and how can the predictions be aggregated using methods such as averaging or others?

Guoxt commented 3 weeks ago

Means I want to implement sliding window segmentation prediction in TTA.