Machine Learning Approach using CNN for COVID-19 Pandemic Detection
Vikas S1, Thimmaraju S N2
1Dr. Vikas S*, Assistant Professor, Department of Computer Science and Engineering, Visvesvaraya Technological University, Mysuru (Karnataka), India.
2Dr. Thimmaraju S N, Assistant Professor, Department of Computer Science and Engineering, Visvesvaraya Technological University, Mysuru (Karnataka), India.
Manuscript received on December 09, 2021. | Revised Manuscript received on December 13, 2021. | Manuscript published on December 30, 2021. | PP: 63-67 | Volume-11 Issue-2, December 2021. | Retrieval Number: 100.1/ijeat.B33021211221 | DOI: 10.35940/ijeat.B3302.1211221
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Data science and machine learning are domain names in which data generation can assist with inside the fight towards the disease. Early caution systems which can are expecting how much a disease might effect society and permit the authorities to take suitable measures without disrupting the economy are extremely important. In the confrontation towards COVID-19 methods for forecasting the future cases primarily based totally on present data are extremely beneficial. The preceding are three strategies of machine learning which are discussed: Two for predicting the wide variety of positive cases in the coming ten days, and one for identifying COVID-19 infection via way of means of analyzing the patient’s chest x-ray image. Various algorithms had been tested, and the only that produced the maximum accurate consequences become selected for use on this take a look at to forecast confirmed cases in India. Various government entities can leverage the findings to take corrective action. Now that methods for forecasting infectious disease are available, COVID-19 can be less complicated to combat.
Keywords: COVID-19 Infection Via Way of Means of Analyzing the Patient’s Chest X-Ray Image.
Scope of the Article: Machine Learning.