Two-step machine learning to diagnose and predict involvement of lungs in COVID-19 and pneumonia using CT radiomics

Pegah Moradi Khaniabadi, Yassine Bouchareb*, Humoud Al-Dhuhli, Isaac Shiri, Faiza Al-Kindi, Bita Moradi Khaniabadi, Habib Zaidi, Arman Rahmim

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number106165
JournalComputers in Biology and Medicine
Publication statusPublished - Nov 2022
Externally publishedYes


  • COVID-19
  • CT images
  • Diagnosis
  • Machine learning
  • Pneumonia
  • Prediction
  • Radiomics

ASJC Scopus subject areas

  • Computer Science Applications
  • Health Informatics

Cite this