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When extracting lesion candidates from a softmax volume with the threshold=dynamic setting, it can occur that ring-like lesion candidates are extracted. As this is a completely unrealistic manifestation of most lesions, this is typically not wanted.
Example ring-like lesion candidate:
To adapt the lesion extraction to remove these candidates, the solidity parameter could be useful.
Possible pitfall: Although very rare, lesions CAN be ring-like.
There is no plan to fix this issue until a better solution exists. (Also, because a "perfect" AI would not suffer from this issue)
The text was updated successfully, but these errors were encountered:
When extracting lesion candidates from a softmax volume with the
threshold=dynamic
setting, it can occur that ring-like lesion candidates are extracted. As this is a completely unrealistic manifestation of most lesions, this is typically not wanted.Example ring-like lesion candidate:
![Schermafbeelding 2022-06-14 om 13 26 19](https://user-images.githubusercontent.com/5995183/173566713-aa40b6a7-78c2-415f-a14b-67210a66b313.png)
To adapt the lesion extraction to remove these candidates, the
solidity
parameter could be useful.Possible pitfall: Although very rare, lesions CAN be ring-like.
There is no plan to fix this issue until a better solution exists. (Also, because a "perfect" AI would not suffer from this issue)
The text was updated successfully, but these errors were encountered: