Timing offset calibration for TOF PET using stationary line source scans at multiple positions.
Ang LiXuan ZhangXiaoyun ZhouLei FangJunpeng HuBingxuan LiBo ZhangQingguo XieFei LiPeng XiaoPublished in: Physics in medicine and biology (2024)
Background . Accurate timing offset calibration is crucial for time-of-flight (TOF) positron emission tomography (PET) to mitigate image artifacts and improve quantitative accuracy. However, existing methods are often time-consuming, complex, or costly. Objective . This paper presents a method for TOF PET timing offset calibration that eliminates the need for costly equipment, phantoms, short-half-life sources, and precise source positioning. Approach . We estimate channel timing offsets using stationary scans of a 68 Ge line source, typically used for routine quality control, at a minimum of three non-coplanar positions, with each position scanned for two minutes. The line source positions are determined accurately from reconstructed images using a simple algorithm, allowing precise calculation of arrival time differences. Channel timing offsets are estimated by solving a least squares problem. This method is assessed through analyses of phantoms and patient images using a RAYSOLUTION DigitMI 930 scanner. Main results . The estimated timing offsets ranged from -500 ps to 500 ps across all channels. Calibration with a minimum of three scanned positions was sufficient to correct these offsets, achieving less than a 1% discrepancy across various metrics of the image quality (IQ) phantom compared to 12 positions. This calibration significantly reduced edge artifacts in TOF reconstruction of both phantoms and patients. Furthermore, the IQ phantom displayed a 13% increase in average contrast recovery (CR), a 68% reduction in average background variability (BV) across all spheres, and an 80% reduction in average residual error. Consistent with the phantom results, patient data revealed enhancements in maximum standardized uptake values (SUVmax) from 14% to 55% for lesions measuring 6 mm to 14 mm. The calibration also improved lesion-to-background contrast and eliminated artifacts caused by the spillover effect of the kidneys and bladder. Significance . The proposed method is fast, user-friendly, and cost-effective, effectively improving lesion detection and diagnostic accuracy.
Keyphrases
- image quality
- computed tomography
- positron emission tomography
- dual energy
- low cost
- mass spectrometry
- ms ms
- deep learning
- contrast enhanced
- magnetic resonance imaging
- quality control
- pet ct
- magnetic resonance
- pet imaging
- convolutional neural network
- end stage renal disease
- machine learning
- prognostic factors
- case report
- high resolution
- newly diagnosed
- peritoneal dialysis
- spinal cord injury
- label free
- patient reported
- cone beam