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Implementation of sirt-fbp algorithm for LoDoPab-CT database lowdosage reconstruction

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Base de dados

  1. Download the dataset at https://zenodo.org/record/3384092#.X4BudnVKhhE

  2. Then, extract all zip files at one same directory

Enviroment

Make sure to have anaconda installed and import enviroment from condaEnviroment.yml file.

Then, use the command conda env create --file envname.yml

Run

  1. Open sirtfbp.py file and set PATH variable with dataset location
  2. Run sirtfbp.py (The first time will take longer, because of the iterative filter creation). Train, test and validation folders going to be created at project root folder, containing all low dosage reconstructions
  3. Set PATH variable at compare_quality.py file and run. The result going to be displayed at console as a log.

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Implementation of sirt-fbp algorithm for LoDoPab-CT database lowdosage reconstruction

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