Fully automated lung segmentation from chest radiographs using SLICO superpixels
Sign Up to like & getrecommendations! Published in 2018 at "Analog Integrated Circuits and Signal Processing"
DOI: 10.1007/s10470-018-1153-1
Abstract: This project aims to create a computer-aided diagnosis (CAD) system that can be used to identify tuberculosis (TB) from chest radiographs (CXRs) and, in particular, to observe the progress of the disease where patients have… read more here.
Keywords: automated lung; fully automated; chest radiographs; lung segmentation ... See more keywords
Automated lung segmentation on chest MRI in children with cystic fibrosis
Sign Up to like & getrecommendations! Published in 2024 at "Frontiers in Medicine"
DOI: 10.3389/fmed.2024.1401473
Abstract: Introduction Segmentation of lung structures in medical imaging is crucial for the application of automated post-processing steps on lung diseases like cystic fibrosis (CF). Recently, machine learning methods, particularly neural networks, have demonstrated remarkable improvements,… read more here.
Keywords: segmentation; cystic fibrosis; segmentation chest; lung segmentation ... See more keywords