Measuring the radiation dose reaching a patient's body is difficult. Here we report a technique for the tomographic reconstruction of the location of photon pairs originating from the annihilation of positron-electron pairs produced by high-energy X-rays travelling through tissue. We used Monte Carlo simulations on pre-recorded data from tissue-mimicking phantoms and from a patient with a brain tumour to show the feasibility of this imaging modality, which we named 'pair-production tomography', for the monitoring of radiotherapy dosing. We simulated three image-reconstruction methods, one applicable to a pencil X-ray beam scanning through a region of interest, and two applicable to the excitation of tissue volumes via broad beams (with temporal resolution sufficient to identify coincident photon pairs via filtered back projection, or with higher temporal resolution sufficient for the estimation of a photon's time-of-flight). In addition to the monitoring of radiotherapy dosing, we show that image contrast resulting from pair-production tomography is highly proportional to the material's atomic number. The technique may thus also allow for element mapping and for soft-tissue differentiation.
Keyphrases
- monte carlo
- electron microscopy
- high resolution
- early stage
- locally advanced
- radiation therapy
- radiation induced
- case report
- soft tissue
- deep learning
- living cells
- single molecule
- magnetic resonance
- squamous cell carcinoma
- magnetic resonance imaging
- white matter
- computed tomography
- electronic health record
- rectal cancer
- big data
- multiple sclerosis
- data analysis
- resting state
- photodynamic therapy
- quantum dots
- label free
- subarachnoid hemorrhage
- brain injury
- fluorescence imaging
- sensitive detection