1. Application of Artificial Intelligence in PET Instrumentation
- Author
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Muhammad Nasir Ullah and Craig S. Levin
- Subjects
Radiation ,Data collection ,business.industry ,Photon detector ,Detector ,ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION ,Image processing ,General Medicine ,Iterative reconstruction ,GeneralLiterature_MISCELLANEOUS ,Radiography ,Artificial Intelligence ,Positron-Emission Tomography ,Image Processing, Computer-Assisted ,Medical imaging ,Humans ,Medicine ,Radiology, Nuclear Medicine and imaging ,Artificial intelligence ,Instrumentation (computer programming) ,business ,Image resolution - Abstract
Artificial intelligence (AI) has been widely used throughout medical imaging, including PET, for data correction, image reconstruction, and image processing tasks. However, there are number of opportunities for the application of AI in photon detector performance or the data collection process, such as to improve detector spatial resolution, time-of-flight information, or other PET system performance characteristics. This review outlines current topics, research highlights, and future directions of AI in PET instrumentation.
- Published
- 2022