Renáta Erdei Jávorné, Melinda Nagy, Eszter Molnár, Réka Zsuzsánna Máthé, Emese Emőke Tóth-Batizán, Mária Konečná, Mária Zahatňanská, Marta Mydlárová Blaščáková, Janka Poráčová, Vincent Sedlák, Ágnes Sántha
Health literacy and patient rights awareness in ethnic Hungarian mothers in Eastern Europe
Central European journal of public health
computed tomography ct used worldwide noninvasive test assist diagnosis however ionizing nature xray exposure raises concerns potential health risks cancer desire lower radiation doses driven researchers improve reconstruction quality although previous studies lowdose computed tomography ldct denoising demonstrated effectiveness learningbased methods developed simulated data however realworld scenario differs significantly simulation domain especially using multislice spiral scanner geometry paper proposes twostage method commercially available multislice spiral ct scanners better exploits complete reconstruction pipeline ldct denoising across different domains approach makes good use high redundancy multislice projections volumetric reconstructions leveraging oversmoothing issue conventional cascaded frameworks caused aggressive denoising dedicated design also provides explicit interpretation data flow extensive experiments various datasets showed proposed method could remove 70 noise without compromised spatial resolution subjective evaluations two experienced radiologists supported superior performance stateoftheart methods clinical practice code available httpsgithubcomycl92tmdldct