Pneumonia detection in X-ray chest images based on convolutional neural networks and data augmentation methods.
Jakub GarstkaMichal StrzeleckiPublished in: SPA (2020)
Keyphrases
- x ray
- tomographic images
- image data
- chest radiographs
- three dimensional
- digital x ray images
- transmission electron microscopy
- cone beam
- projection images
- electron microscopy
- low dose
- x ray images
- intraoperative
- input image
- clinical applications
- medical imaging
- poor contrast
- computer tomography
- fluoroscopic images
- ground truth
- convolutional neural networks
- segmentation method
- edge detection
- object detection
- dual energy
- digitally reconstructed radiographs
- image analysis