International Journal of Informatics, Information System and Computer Engineering (INJIISCOM)
Vol 2 No 1 (2021): International JournalĀ of Informatics, Information System and Computer Engineering

Diagnosis of COVID-19 Using Chest X-ray

Sumit Malik (Noida Institute of Engineering and Technology)
Shivendra Singh (Noida Institute of Engineering and Technology)
Narendra Mohan Singh (Noida Institute of Engineering and Technology)
Naman Panwar (Noida Institute of Engineering and Technology)



Article Info

Publish Date
26 Jun 2021

Abstract

Covid-19 is also a wide spreading infective agent disease that infects humans. A clinical study of COVID-19 infected patients has shown that these kinds of patients are square measure principally infected from a respiratory organ infection when come in contact with this disease. Chest xray (i.e., radiography) a less complicated imaging technique for identification respiratory organ connected issues. Deep learning is that the foremost undefeated technique of machine learning, that provides helpful analysis to review an oversize quantity of chest x-ray pictures which may critically impact on screening of Covid-19. Throughout this work, we have taken the PA read of chest x-ray scans for covid-19 affected patients conjointly as healthy patients. We have used deep learning-based CNN models and compared their performance. We have equate ResNeXt models and inspect their precision to investigate the model presentation, 6432 chest x-ray scans samples square measure collected from the Kaggle repository. This work solely core on potential ways of cluster covid-19 infected patients.

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Journal Info

Abbrev

injiiscom

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Mechanical Engineering

Description

FOCUS AND SCOPE INJIISCOM cover all topics under the fields of Computer Engineering, Information system, and Informatics. Informatics and Information system IT Audit Software Engineering Big Data and Data Mining Internet Of Thing (IoT) Game Development IT Management Computer Network and Security ...