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Algorithm template - support for 2d images #289

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merged 5 commits into from
Feb 18, 2020

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silvandeleemput
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Closes #287

  • Algorithm template supports 2d and 3d images
  • Simplified candidates serialization
  • Made candidate selection use connected components and center of mass
  • Better input test image (lung mask with several nodules bg-0, mask-1, nodules-2)

* Replaced the results.json file
* Made nodule selection less prone to error
…asic example #287

* Removed 1 of 2 test images and changed the other to a lung mask with several nodules
* Modified results files
* Cleaned tests
* Changed detection algorithm with connected components and center of mass functions
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codecov bot commented Feb 17, 2020

Codecov Report

Merging #289 into master will not change coverage.
The diff coverage is n/a.

Impacted file tree graph

@@           Coverage Diff           @@
##           master     #289   +/-   ##
=======================================
  Coverage   84.44%   84.44%           
=======================================
  Files          12       12           
  Lines         778      778           
  Branches      114      114           
=======================================
  Hits          657      657           
  Misses         82       82           
  Partials       39       39
Impacted Files Coverage Δ
evalutils/evalutils.py 81.89% <0%> (-0.83%) ⬇️
evalutils/roc.py 93.75% <0%> (+2.5%) ⬆️

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@jmsmkn jmsmkn left a comment

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I still think that using Lung is confusing but we can change that later.

@jmsmkn jmsmkn merged commit 51b82c2 into master Feb 18, 2020
@jmsmkn jmsmkn deleted the 287-support-for-2d-images-algorithm-template branch February 18, 2020 10:16
@silvandeleemput
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@jmsmkn I agree, I changed this in the follow-up PR #290

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Support 2D images for the algorithm template as well
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