Localization and segmentation of optimal slices for chest fat quantification in CT via deep learning.
Jizheng YiJayaram K. UdupaYubing TongMichaela R. AndersonDavid J. LedererJason D. ChristieDrew A. TorigianPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2020)
Keyphrases
- deep learning
- medical images
- ground glass opacity
- x ray
- medical imaging
- computed tomography
- lung nodules
- ct images
- lung cancer
- unsupervised learning
- weakly supervised
- x ray images
- segmentation method
- machine learning
- image segmentation
- segmentation algorithm
- level set
- pulmonary nodules
- three dimensional
- multiscale
- computer tomography
- unsupervised feature learning
- shape prior
- lymph nodes
- image processing
- learning algorithm
- automatic segmentation
- object segmentation
- region of interest
- training data
- co occurrence
- object detection
- pattern recognition