The Jagiellonian PET (J-PET) Collaboration developed a novel whole-body PET scanner based on plastic scintillators, which reduce the high cost of PET scanners. Lech Raczy¿ski presents new approaches to developing signal and image processing algorithms that take into account the specifications of the J-PET detector.