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CoroNet A Deep Neural Network For Detection and Diagnosis of Covid-19 From Chest X-Ray Images PDF

16 Pages·2020·English
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by ['Laura Monsalve']| 2020| 16 pages| English

About CoroNet A Deep Neural Network For Detection and Diagnosis of Covid-19 From Chest X-Ray Images

The document proposes a deep learning model called CoroNet to detect and diagnose Covid-19 from chest X-ray images. CoroNet is a convolutional neural network trained on a dataset of Covid-19, bacterial pneumonia, and viral pneumonia X-ray images. Preliminary results show the model achieved 89.5% accuracy at detecting Covid-19, with 97% precision and 100% recall. The authors believe CoroNet could help clinicians and radiologists diagnose, track, and manage Covid-19 cases, especially where testing resources are limited.

Detailed Information

Author:['Laura Monsalve']
Publication Year:2020
Pages:16
Language:English
Format:PDF
Price:FREE
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