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Machine Learning Approach to detect COVID-19
January 24, 2021
Dr. V.N. Manjunath Aradhya, Associate Professor and Head, Department of Computer Applications, JSS Science and Technology University, Mysuru, has developed a model for detecting COVID-19 from chest X-ray images.
This concept has an advantage of learning from a few samples. The model proposed is a multi-class classification model as it classifies images of four classes pneumonia bacterial, pneumonia virus, normal, and COVID-19. It has also been experimentally observed that the model has a superior performance over contemporary deep learning architectures. The proposed concept is the first-of-its-kind in the literature and expected to open up several new dimensions in the field of machine learning. ....

United Kingdom , G Hemantha Kumar , Mufti Mahmud , Vn Manjunath Aradhya , Nottingham Trent University , Department Of Computer Applications , Technology University , Registrar Of The University , Associate Professor , Computer Applications , Cognitive Computation , ஒன்றுபட்டது கிஂக்டம் , மஃப்டீ மஹ்மூத் , வ்ன் மஞ்சுநாத் ஆராத்யா , நாட்டிங்ஹாம் ட்ரெண்ட் பல்கலைக்கழகம் , துறை ஆஃப் கணினி பயன்பாடுகள் , தொழில்நுட்பம் பல்கலைக்கழகம் , பதிவாளர் ஆஃப் தி பல்கலைக்கழகம் , இணை ப்ரொஃபெஸர் , கணினி பயன்பாடுகள் , அறிவாற்றல் கணக்கீடு ,