Multi-center Integrating Radiomics, Structured Reports, and Machine Learning Algorithms for Assisted Classification of COVID-19 in Lung Computed Tomography.
Marcos A D MachadoRonnyldo R E SilvaMauro NamiasAndreia S LessaMargarida Célia Lima Costa NevesCarolina T A SilvaDanillo M OliveiraThamiris R ReinaArquimedes A B LiraLeandro M AlmeidaCleber ZanchettinEduardo Martins NettoPublished in: Journal of medical and biological engineering (2023)
Integrating structured reports and radiomics promises assisted classification of COVID-19 in CT chest scans.
Keyphrases
- machine learning
- computed tomography
- contrast enhanced
- coronavirus disease
- sars cov
- dual energy
- deep learning
- magnetic resonance imaging
- artificial intelligence
- positron emission tomography
- big data
- image quality
- lymph node metastasis
- magnetic resonance
- adverse drug
- respiratory syndrome coronavirus
- squamous cell carcinoma