Identification of Images of COVID-19 from Chest X-rays Using Deep Learning: Comparing COGNEX VisionPro Deep Learning 1.0™ Software with Open Source Convolutional Neural Networks.
Arjun SarkarJoerg VandenhirtzJozsef NagyDavid BacsaMitchell RileyPublished in: SN Comput. Sci. (2021)
Keyphrases
- deep learning
- x ray
- chest radiographs
- digital x ray images
- three dimensional
- x ray images
- unsupervised learning
- projection images
- image data
- machine learning
- weakly supervised
- computer tomography
- image registration
- input image
- mental models
- test images
- medical imaging
- multiple images
- segmentation method
- active shape model
- segmentation algorithm
- image features
- object recognition
- multiscale
- convolutional neural networks
- intraoperative
- active contours
- lung nodules
- computer vision