A MONTE CARLO CALIBRATION APPROACH FOR A DUAL-ENERGY CT SYSTEM

Author:

ISOLAN LORENZO12ORCID,FORMOSI ANDREA1,TEODORI FRANCESCO1,BOTTI ANDREA3,BERTOLINI MARCO3,FINOCCHIARO DOMENICO4,IORI MAURO3ORCID,SUMINI MARCO12ORCID

Affiliation:

1. Industrial Engineering Department, University of Bologna, Bologna, Italy

2. National Institute for Nuclear Physics, (Istituto Nazionale di Fisica Nucleare — INFN) Bologna, Italy

3. Medical Physics Unit, Azienda USL-IRCCS di Reggio Emilia, Reggio, Italy

4. Medical Physics Unit, Modena A.O.U., Modena, Italy

Abstract

This work shows the effectiveness of Monte Carlo methods for calibrating a dual-energy CT (DECT) system on a heterogeneous phantom for radiotherapy. The reference phantom comprising 20 inserts of different materials and densities representing human tissues inserted in a plastic water cylinder has been considered. The reliability of the model, built with the Penelope code, has been verified by comparing the results of the simulations at 80[Formula: see text]kVp and 140[Formula: see text]kVp with the experimental data acquired from the CT scans and dosimetry measurements. The effective atomic number from the various materials is also considered a control parameter. Tests for calibration and dose calculation are also based on a homogeneous phantom in PMMA and measurements in air with an ionization chamber. The Monte Carlo simulations coupled with dose evaluations allowed the calibration of the dose deposition effects on the considered tissue models.

Funder

Ministero della Salute Ricerca Corrente Annual Program 2023

Publisher

World Scientific Pub Co Pte Ltd

Subject

Biomedical Engineering

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