Statistical limitations in ion imaging.
Charles-Antoine Collins-FeketeNikolaos DikaiosEsther BärPhilip M EvansPublished in: Physics in medicine and biology (2021)
In this study, we investigated the capacity of various ion beams available for radiotherapy to produce high quality relative stopping power map acquired from energy-loss measurements. The image quality metrics chosen to compare the different ions were signal-to-noise ratio (SNR) as a function of dose and spatial resolution. Geant4 Monte Carlo simulations were performed for: hydrogen, helium, lithium, boron and carbon ion beams crossing a 20 cm diameter water phantom to determine SNR and spatial resolution. It has been found that protons possess a significantly larger SNR when compared with other ions at a fixed range (up to 36% higher than helium) due to the proton nuclear stability and low dose per primary. However, it also yields the lowest spatial resolution against all other ions, with a resolution lowered by a factor 4 compared to that of carbon imaging, for a beam with the same initial range. When comparing for a fixed spatial resolution of 10 lp cm-1, carbon ions produce the highest image quality metrics with proton ions producing the lowest. In conclusion, it has been found that no ion can maximize all image quality metrics simultaneously and that a choice must be made between spatial resolution, SNR, and dose.
Keyphrases
- image quality
- monte carlo
- computed tomography
- single molecule
- quantum dots
- low dose
- dual energy
- high resolution
- aqueous solution
- water soluble
- early stage
- magnetic resonance imaging
- squamous cell carcinoma
- radiation therapy
- atomic force microscopy
- radiation induced
- fluorescence imaging
- optical coherence tomography
- solid state