Scinovex
Health Sciences → Medicine → Radiology, Nuclear Medicine and Imaging

COVID-19 diagnosis using AI

This cluster of papers focuses on the application of deep learning, particularly convolutional neural networks, in medical imaging for the detection and diagnosis of COVID-19, pneumonia, and other thoracic diseases using chest X-ray and CT scan images. The research explores the use of artificial intelligence, transfer learning, and image-based deep learning techniques to develop automated systems for accurate medical diagnoses.

54.2K works worldwide601.3K citations
Deep LearningMedical ImagingCOVID-19Convolutional Neural NetworksChest X-RayPneumonia DetectionArtificial IntelligenceImage-Based DiagnosisTransfer LearningCT Scan

Journals publishing in this area

1IEEE Transactions on Medical Imaging cover
IEEE Transactions on Medical Imaging
ISSN 0278-0062246 articles in this topic
321h-index
2International Journal of Radiology and Diagnostic Imaging cover
International Journal of Radiology and Diagnostic Imaging
ISSN 2664-443614 articles in this topic
4h-index
3International Journal of Computing and Artificial Intelligence cover
6h-index
4International Journal of Pulmonary and Respiratory Sciences cover
2h-index