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Diagnosing Covid-19 and Pneumonia from Chest CT-Scan and X-Ray Images Using Deep Learning Technique

Publication Type : Conference Paper

Publisher : IEEE

Source : Scopus

Url : https://doi.org/10.1109/CONIT55038.2022.9848214

Keywords : Computerized tomography; Deep learning; Diagnosis; Learning systems; Transfer learning; Chest X-ray; CT-scan; Deep learning; Densenet 121; Inception v3; Lung; Mobile nets; Pneumonia; Resnet 50; Transfer learning; VGG 16; COVID-19

Campus : Bengaluru

School : School of Computing

Department : Computer Science and Engineering

Year : 2022

Abstract : The outbreak of Covid-19 (COV-19) has become one of the global severe public health issues. It is an ongoing global pandemic that has spread rapidly. It not only affected human beings but also paralyzed most industries. It is very critical to diagnose COV-19 & Pneumonia (PNA) because both are having the same sign & symptoms that correlate to the most extent. The (RT-PCR) Reverse Transcription- Polymerise Chain Reaction widely used official screening method for detection of COV-19

Cite this Research Publication : Puneet Jain, S. Santhanalakshmi, Diagnosing Covid-19 and Pneumonia from Chest CT-Scan and X-Ray Images Using Deep Learning Technique, Scopus, IEEE, 2022, https://doi.org/10.1109/CONIT55038.2022.9848214

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