An Overview of Deep Learning Techniques on Chest X-Ray and CT Scan Identification of COVID-19.
Woan Ching Serena LowJoon Huang ChuahClarence Augustine Th TeeShazia AnisMuhammad Ali ShoaibAmir FaisalAzira KhalilKhin Wee LaiPublished in: Comput. Math. Methods Medicine (2021)
Keyphrases
- x ray
- deep learning
- ct scans
- x ray images
- unsupervised learning
- digital x ray images
- medical imaging
- computer tomography
- low dose
- ct data
- automated segmentation
- machine learning
- cross sectional
- three dimensional
- chest radiographs
- registration process
- mental models
- intraoperative
- pre operative
- weakly supervised
- pulmonary nodules
- multiscale
- registration accuracy
- treatment planning
- computer aided diagnosis
- ct images
- appearance model
- ground truth