Low-dose CT scan with the Lungman phantom

Written by: Franck Vidal
Published on:

Open In Colab Open on GitHub

Summary

This notebook shows how to simulate a CT scan acquisition with gVXR and reconstruct the corresponding CT volume with CIL.

Aims of this session

  1. Simulate a low-dose CBCT scan acquisition using gVXR, either
    • adding quite a bit of noise to mimic a low exposure, and/or
    • reducing the number of projections taken around the patient.
  2. Reconstruct the CT volume using the Core Imaging Library (CIL) with
    • the filtered-back projection (FBP), and
    • a gradient descent (iterative).