High resolution depth-encoding PET detector with prismatoid light guide array
Provided is a particle detection device and method of fabrication thereof. The particle detection device includes a scintillator array that includes a plurality of scintillator crystals; a plurality of detectors provided on a bottom end of the scintillator array; and a plurality of prismatoids provided on a top end of the scintillator array. Prismatoids of the plurality of prismatoids are configured to redirect particles between top ends of crystals of the scintillator array. Bottom ends of a first group of crystals of the scintillator array are configured to direct particles to a first detector of the plurality of detectors and bottom ends of a second group of crystals of the scintillator array are configured to direct particles to a second detector substantially adjacent to the first detector.
1. A particle detector, comprising:
a scintillator array comprising a plurality of scintillator crystals;
a plurality of detectors provided on a first end of the scintillator array;
a plurality of prismatoids provided on a second end of the scintillator array; and
at least one processor in operative communication with the plurality of detectors,
wherein the at least one processor comprises a plurality of supervised machine learning algorithms configured to perform three dimensional (3D) gamma ray localization of at least one interaction site within at least one scintillator crystal of the plurality of scintillator crystals based on a light sharing pattern between scintillator crystals associated with the same prismatoid, where the light sharing pattern is dependent on a predefined geometry of the same prismatoid.
2. The particle detector of claim 1 , wherein the at least one processor is further configured to recover at least one Compton event scattering among the plurality of scintillator crystals, and localize the at least one Compton event at a scintillator level based on the 3D gamma ray localization.
3. The particle detector of claim 1 , wherein the at least one processor is further configured to determine a scatter angle based on at least one Compton event and depth of interaction (DOI) information.
4. The particle detector of claim 1 , wherein the at least one processor is further configured to localize at least one Compton event based on decomposed energies of at least two interactions absorbed in the plurality of scintillator crystals.
5. The particle detector of claim 4 , wherein the decomposed energies are based on at least one light sharing pattern.
6. The particle detector of claim 5 , wherein the at least one light sharing pattern is based on positions of the plurality of scintillator crystals relative to the plurality of detectors and the plurality of prismatoids.
7. The particle detector of claim 5 , wherein the at least one light sharing pattern is mapped based on light sharing ratios between scintillator crystals of a same prismatoid.
8. The particle detector of claim 7 , wherein the light sharing ratios are based on a predefined geometry of the same prismatoid.
9. The particle detector of claim 7 , wherein the mapping is based on measured photoelectric events, decomposed energies of at least one primary interaction and at least one secondary interaction, and
wherein the at least one primary interaction is based on electron recoil and the at least one secondary interaction is based on gamma ray scattering.