Integrated Small Animal PET/CT/RT with Onboard PET/CT Image Guidance for Preclinical Radiation Oncology Research.
Xinyi ChengDongxu YangDebabrata SahaXiankai SunYiping ShaoPublished in: Tomography (Ann Arbor, Mich.) (2023)
We have integrated a compact and lightweight PET with an existing CT image-guided small animal irradiator to enable practical onboard PET/CT image-guided preclinical radiation therapy (RT) research. The PET with a stationary and full-ring detectors has ~1.1 mm uniform spatial resolution over its imaging field-of-view of 8.0 cm diameter and 3.5 cm axial length and was mechanically installed inside the irradiator in a tandem configuration with CT and radiation unit. A common animal bed was used for acquiring sequential dual functional and anatomical images with independent PET and CT control and acquisition systems. The reconstructed dual images were co-registered based on standard multi-modality image calibration and registration processes. Phantom studies were conducted to evaluate the integrated system and dual imaging performance. The measured mean PET/CT image registration error was ~0.3 mm. With one-bed and three-bed acquisitions, initial tumor focused and whole-body [ 18 F]FDG animal images were acquired to test the capability of onboard PET/CT image guidance for preclinical RT research. Overall, the results have shown that integrated PET/CT/RT can provide advantageous and practical onboard PET/CT image to significantly enhance the accuracy of tumor delineation and radiation targeting that should enhance the existing and enable new and potentially breakthrough preclinical RT research and applications.
Keyphrases
- pet ct
- deep learning
- positron emission tomography
- radiation therapy
- computed tomography
- image quality
- convolutional neural network
- dual energy
- high resolution
- cell therapy
- optical coherence tomography
- machine learning
- magnetic resonance imaging
- stem cells
- single molecule
- magnetic resonance
- bone marrow
- cancer therapy
- liquid chromatography
- fluorescence imaging