LNDB challenge

• train/validation 294 CT scan 6*4 Gb
• test

supervision: ?

fleischner score pour classer les nodules

ref: 1 doc sur la classif des nodules

• segmentation pulmonary nodule
  iwnet volume + centroide
  3D unet

--> IWNET

Dear Professor,

I won't be able to attend today's session so I'm sending an e-mail instead:
I am working on the LNDb challenge for nodules segmentation, and I am testing a network I found in a scientific paper, the iW-Net (https://github.com/gmaresta/iW-Net)
However, I have an issue while trying to download the required packages in the requirement.txt file with pip install. I also tried to do it directly on google colab, but still the downloading is never completed as it doesnt find some packages, I tried after installing the conda environement and executing
!while read requirement; do conda install --yes $requirement; done < requirements.txt
but he still doesn't find all the packages. In the requirements.txt a specific version is required for each package and there is no specification on which channel I should use in the git repository that would respect all those requirements.

I have been working on this issue for a few weeks now, and I found no aswer that works

Thank you in advance for your help,

Ghita Ait Ouhmane

problèmes techniques load/save HDF5
le fichier de poids ne correspond pas à la structure du réseau

peut-être repartir vers un entrainement sans récupérer les poids

• se limiter à des images 2D
• se concentrer sur les 170 volumes annotés