Performance evaluation of VRAIN: a brain-dedicated PET with a hemispherical detector arrangement.
Go AkamatsuMiwako TakahashiHideaki TashimaYuma IwaoEiji YoshidaHidekatsu WakizakaMasaaki KumagaiTaichi YamashitaTaiga YamayaPublished in: Physics in medicine and biology (2022)
Objective. For PET imaging systems, a smaller detector ring enables less intrinsic spatial resolution loss due to the photon non-collinearity effect as well as better balance between production cost and sensitivity, and a hemispherical detector arrangement is more appropriate for brain imaging than a conventional cylindrical arrangement. Therefore, we have developed a brain-dedicated PET system with a hemispherical detector arrangement, which has been commercialized in Japan under the product name of VRAIN TM . In this study, we evaluated imaging performance of VRAIN. Approach. The VRAIN used 54 detectors to form the main hemispherical unit and an additional half-ring behind the neck. Each detector was composed of a 12 × 12 array of lutetium fine silicate crystals (4.1 × 4.1 × 10 mm 3 ) and a 12 × 12 array of silicon photomultipliers (4 × 4 mm 2 active area) with the one-to-one coupling. We evaluated the physical performance of VRAIN according to the NEMA NU 2-2018 standards. Some measurements were modified so as to fit the hemispherical geometry. In addition, we performed 18 F-FDG imaging in a healthy volunteer. Main results. In the phantom study, the VRAIN showed high resolution for separating 2.2 mm rods, 229 ps TOF resolution and 19% scatter fraction. With the TOF gain for a 20 cm diameter object (an assumed head diameter), the peak noise-equivalent count rate was 144 kcps at 9.8 kBq ml -1 and the sensitivity was 25 kcps MBq -1 . Overall, the VRAIN provided excellent image quality in phantom and human studies. In the human FDG images, small brain nuclei and gray matter structures were clearly visualized with high contrast and low noise. Significance. We demonstrated the excellent imaging performance of VRAIN, which supported the advantages of the hemispherical detector arrangement.
Keyphrases
- image quality
- high resolution
- pet imaging
- computed tomography
- positron emission tomography
- mass spectrometry
- monte carlo
- resting state
- white matter
- pet ct
- endothelial cells
- functional connectivity
- air pollution
- physical activity
- cerebral ischemia
- magnetic resonance imaging
- mental health
- magnetic resonance
- machine learning
- deep learning
- room temperature
- high throughput
- high speed
- convolutional neural network
- subarachnoid hemorrhage
- pluripotent stem cells
- tandem mass spectrometry