1. Ultrafast timing enables reconstruction-free positron emission imaging
- Author
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Kwon, Sun Il, Ota, Ryosuke, Berg, Eric, Hashimoto, Fumio, Nakajima, Kyohei, Ogawa, Izumi, Tamagawa, Yoichi, Omura, Tomohide, Hasegawa, Tomoyuki, and Cherry, Simon R.
- Abstract
X-ray and gamma-ray photons are widely used for imaging but require a mathematical reconstruction step, known as tomography, to produce cross-sectional images from the measured data. Theoretically, the back-to-back annihilation photons produced by positron–electron annihilation can be directly localized in three-dimensional space using time-of-flight information without tomographic reconstruction; however, this has not yet been demonstrated due to the insufficient timing performance of available radiation detectors. Here we develop techniques based on detecting prompt Cherenkov photons, which, when combined with a convolutional neural network for timing estimation, resulted in an average timing precision of 32 ps, corresponding to a spatial precision of 4.8 mm. We show this is sufficient to produce cross-sectional images of a positron-emitting radionuclide directly from the detected coincident annihilation photons, without using any tomographic reconstruction algorithm. The reconstruction-free imaging demonstrated here directly localizes positron emission and frees the design of an imaging system from the geometric and sampling constraints that are normally present for tomographic reconstruction.
- Published
- 2021
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