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The unit has further revealed high detectivity ~3.27 × 1015 mHz0.5W-1 and additional quantum performance ~7.73 × 106 %. © 2020 IOP Publishing Ltd.An important need is out there for trustworthy animal tumor-segmentation means of tasks such as for example PET-based radiation-therapy planning and reliable measurement of volumetric and radiomic functions. To address this need, we propose an automated physics-guided deep-learning-based three-module framework to segment PET pictures o