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Presice measurements of the photons conversion points in the scintillatorsare required to achieve a high spatial resolution of the PET system. I havedeveloped a new method of reconstruction of the depth-of-interactioninformation for PET detectors with dual-side readout. The depth-of-interactionand energy resolutions from Monte-Carlo simulations are presented in thispaper. The new method allows to reach depth-of-interaction resolution that isabout 0.4~mm ($\sigma$)  [or about 1.0~mm (FWHM)] for 10-mm long LYSO scintillator. If the precisemeasurement of the primary photon energy is not a high priority, the new methodcan be tuned to achieve even better results for the DOI resolution that isbetter than 0.3~mm ($\sigma$) [or better than 0.7~mm (FWHM)].

PET Detectors with 0.4-mm Depth-of-Interaction Resolution