Project-MONAI / Project-MONAI/MONAI

Enhance MeanDice metric

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#5,493 3 comments 0 reactions 1 assignee View on GitHub

@yiheng-wang-nv is already working on this.

Since Nov 9, 2022.

enhancement
Dominant language
Python
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Description

In the validation step of the hovernet pipeline (https://github.com/vqdang/hover_net/blob/842964dc5d26ffe196d236d16fad16643a103850/models/hovernet/run_desc.py#L282-L290), dice is calculated by accumulating intersections and total sections of all predictions and ground truth pairs, and then do the
division.

cc @KumoLiu @drbeh @dongyang0122 @daguangxu @wyli @Nic-Ma

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