Deep Learning-based Four-region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis.
Young-Gon KimKyung Sang KimDufan WuHui RenWon Young TakSoo Young ParkYu Rim LeeMin Kyu KangJung Gil ParkByung Seok KimWoo Jin ChungMannudeep K. KalraQuanzheng LiPublished in: CoRR (2020)
Keyphrases
- deep learning
- lung cancer
- x ray
- chest radiographs
- medical images
- unsupervised feature learning
- unsupervised learning
- lymph nodes
- medical imaging
- segmentation algorithm
- image regions
- high resolution computed tomography
- machine learning
- computed tomography
- lung nodules
- ct images
- imaging modalities
- level set
- image segmentation
- automatic segmentation
- mental models
- energy function
- multiscale
- ct scans
- weakly supervised
- segmentation method
- object segmentation
- region of interest
- three dimensional
- computer vision