Intelligent Diagnosis of Covid-19 Based on CNN-PNN

نویسندگان

چکیده

Today the whole world suffers and fears epidemic of Coronavirus developed waves in it, as we have now reached fourth wave, this is a serious matter. Where statistics current data showed that 213 countries are affected by epidemic, about 6 millions deaths recorded. This virus spreads rapidly, patients mainly suffer from breathing. The patient who pre-existing health problems will be more likely to contract disease, so there was an urgent need for artificial intelligence enter quickly detect virus, turned deep learning, which one most powerful methods techniques classification because its use Bayas Rule, where no possibility error. paper proposes CNN (Convolutional Neural Networks) PNN (Proprestitc mixed tomography scanning model classify Covid-19 images, proposed network called CNN-PNN model. can compute dependency continuity features output middle layer model, correlate properties these levels with final full predict classification.

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ژورنال

عنوان ژورنال: Journal La Multiapp

سال: 2022

ISSN: ['2716-3865', '2721-1290']

DOI: https://doi.org/10.37899/journallamultiapp.v3i4.691