Quantitative and Qualitative Analysis of 18 Deep Convolutional Neural Network (CNN) Models with Transfer Learning to Diagnose COVID-19 on Chest X-Ray (CXR) Images.
Li Sze ChowGoon Sheng TangMahmud Iwan SolihinNadia Muhammad GowdhNorlisah RamliKartini RahmatPublished in: SN Comput. Sci. (2023)
Keyphrases
- x ray
- quantitative and qualitative
- digital x ray images
- transfer learning
- convolutional neural network
- tomographic images
- three dimensional
- dual energy
- low dose
- electron microscopy
- chest radiographs
- transmission electron microscopy
- x ray images
- projection images
- intraoperative
- medical imaging
- computer tomography
- fluoroscopic images
- poor contrast
- ct scans
- machine learning
- qualitative and quantitative
- region of interest
- labeled data
- cross domain
- learning algorithm
- clinical applications
- face detection
- multi class
- object recognition
- reinforcement learning
- feature selection
- descriptive statistics
- medical images
- active learning
- prior knowledge
- similarity measure