Assessing the Dosimetric Effects of High-Z Titanium Implants in Proton Therapy Using Pixel Detectors

TL;DR

This study uses advanced pixel detectors and AI analysis to investigate how titanium dental implants affect dose distribution and secondary radiation in proton therapy, providing detailed insights into dosimetric impacts.

Contribution

It introduces a novel experimental approach combining high-resolution spectral imaging and AI to analyze secondary radiation and dosimetric effects of titanium implants in proton therapy.

Findings

Titanium implants alter dose rates and particle fluxes in proton therapy.

Protons are the primary contributors to dose deposition near implants.

Secondary ions show significant dosimetric differences with titanium presence.

Abstract

This study experimentally examines the effect and changes in the delivered fields, using water-equivalent phantoms with and without titanium (Ti) dental implants positioned along the primary beam path. We measure in detail the composition and spectral-tracking characterization of particles generated in the entrance region of the Bragg curve using high-spatial resolution, spectral and time-sensitive imaging detectors with a pixelated array provided by the ASIC chip Timepix3. A 170 MeV proton beam was collimated and modulated in a polymethyl methacrylate (PMMA). Placing two dental implants at the end of the protons range in the phantom, the radiation was measured using two pixeled detectors with Si sensors. The Timepix3 (TPX3) detectors equipped with silicon sensors measure in detail particle fluxes, dose rates (DR) and linear energy transfer (LET) spectra for resolved particle types. Artificial intelligence (AI) based-trained neural networks (NN) calibrated in well-defined radiation fields were used to analyze and identify particles based on morphology and characteristic spectral-tracking response. The beam was characterized and single-particle tracks were registered and decomposed into particle-type groups. The resulting particle fluxes in both setups are resolved into three main classes of particles: i) protons, ii) electrons and photons iii) ions. Protons are the main particle component responsible for dose deposition. High-energy transfer particles (HETP), namely ions exhibited differences in both dosimetric aspects that were investigated: DR and particle fluxes, when the Ti implants were placed in the setup. The detailed multi-parametric information of the secondary radiation field provides a comprehensive understanding of the impact of Ti materials in proton therapy.