Two stage residual CNN for texture denoising and structure enhancement on low dose CT image
Sign Up to like & getrecommendations! Published in 2020 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2019.105115
Abstract: BACKGROUND AND OBJECTIVE X-ray computed tomography (CT) plays an important role in modern medical science. Human health problems caused by CT radiation have attracted the attention of the academic community widely. Reducing radiation dose results… read more here.
Keywords: image; low dose; ldct images; rcnn ... See more keywords
Denoising of pediatric low dose abdominal CT using deep learning based algorithm
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0260369
Abstract: Objectives To evaluate standard dose-like computed tomography (CT) images generated by a deep learning method, trained using unpaired low-dose CT (LDCT) and standard-dose CT (SDCT) images. Materials and methods LDCT (80 kVp, 100 mAs, n… read more here.
Keywords: test; sdct; learning; deep learning ... See more keywords