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Ring-like lesion candidates for dynamic threshold #1

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joeranbosma opened this issue Jun 14, 2022 · 0 comments
Open

Ring-like lesion candidates for dynamic threshold #1

joeranbosma opened this issue Jun 14, 2022 · 0 comments
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@joeranbosma
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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:
Schermafbeelding 2022-06-14 om 13 26 19

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)

@joeranbosma joeranbosma added the wontfix This will not be worked on label Jun 14, 2022
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