A Time-Of-Flight-Based Reconstruction for Real-Time Prompt-Gamma Imaging in Protontherapy

TL;DR

This paper proposes two non-iterative, TOF-based reconstruction methods for real-time prompt-gamma imaging in protontherapy, enabling detection of proton range and beam displacements with millimeter accuracy using MC simulations.

Contribution

It introduces two novel, non-iterative reconstruction strategies for prompt-gamma imaging in protontherapy, validated through MC simulations for real-time treatment monitoring.

Findings

Achieves millimeter proton range shift detection at 2σ with 10^8 protons.

Demonstrates robustness of methods under 1 ns TOF resolution with increased statistics.

Shows excellent lateral beam displacement detection sensitivity.

Abstract

We are currently conceiving, through (MC) simulation, a multi-channel gamma detector array (TIARA for Time-of-flight Imaging ARrAy) for the online monitoring of protontherapy treatments. By measuring the Time-Of-Flight (TOF) between a beam monitor placed upstream and the Prompt-Gamma (PG) detector, our goal is to reconstruct the PG vertex distribution to detect a possible deviation of proton beam delivery. In this paper, two non-iterative reconstruction strategies are proposed. The first is based on the resolution of an analytical formula describing the PG vertex distribution in 3D. Here, it was resolved under a one-dimensional approximation in order to measure a potential proton range shift along the beam direction. The second is based on the calculation of the Centre-Of-Gravity (COG) of the TIARA pixel detectors counts and also provides 3D information on a possible beam displacement. The PG vertex reconstruction was evaluated in two different scenarios. A coincidence time resolution of 100 ps (rms) can be attained in single proton regime (operating a reduction of the beam current) and using an external beam monitor to provide a start trigger for the TOF measurement. Under these conditions, MC simulations have shown that a millimetric proton range shift sensitivity can be achieved at 2$\sigma$ with 10$^{8}$ incident protons. This level of accuracy would allow to act in real-time if the treatment does not conform to treatment plan. A worst case scenario of a 1 ns (rms) TOF resolution was also considered to demonstrate that a degraded timing information can be compensated by increasing the acquisition statistics: in this case, a 2 mm range shift would be detectable at 2$\sigma$ with 10$^{9}$ incident protons. The COG method has shown excellent capabilities of detecting lateral beam displacements: a 2 mm sensitivity was found at 2$\sigma$ with 10$^{8}$ incident protons.