Artificial Intelligence and COVID-19 Using Chest CT Scan and Chest X-ray Images: Machine Learning and Deep Learning Approaches for Diagnosis and Treatment.
Roberta FuscoRoberta GrassiVincenza GranataSergio Venanzio SetolaFrancesca GrassiDiletta CozziBiagio PecoriFrancesco IzzoAntonella PetrilloPublished in: Journal of personalized medicine (2021)
Summarized accuracy of the selected papers is high but there was an important variability; however, less in CT studies compared to CXR studies. Nonetheless, AI approaches could be used in the identification of disease clusters, monitoring of cases, prediction of the future outbreaks, mortality risk, COVID-19 diagnosis, and disease management.
Keyphrases
- artificial intelligence
- deep learning
- machine learning
- dual energy
- coronavirus disease
- computed tomography
- big data
- sars cov
- convolutional neural network
- image quality
- contrast enhanced
- high resolution
- magnetic resonance imaging
- positron emission tomography
- respiratory syndrome coronavirus
- magnetic resonance
- optical coherence tomography
- mass spectrometry
- bioinformatics analysis