Extraction of lung and lesion regions from COVID-19 CT volumes using 3D fully convolutional networks.
Yuichiro HayashiMasahiro OdaChen ShenMasahiro HashimotoYoshito OtakeToshiaki AkashiKensaku MoriPublished in: Medical Imaging: Computer-Aided Diagnosis (2021)
Keyphrases
- ct images
- region of interest
- ct scans
- computed tomography
- ct data
- medical images
- three dimensional
- social networks
- computer tomography
- region detection
- medical imaging
- pet images
- accurate segmentation
- lung parenchyma
- lung cancer
- automatic segmentation
- network architecture
- complex networks
- lung nodules
- pulmonary nodules
- image reconstruction
- image regions
- x ray
- magnetic resonance images
- patient specific
- magnetic resonance
- region growing
- network structure
- pet ct
- input image