Author : Hanisha Bahree 1
Date of Publication :23rd June 2023
Abstract: Pneumonia has the potential to have serious repercussions in a brief period because the fluid that flows into the lungs causes suffocation. Pneumonia can be fatal if not treated with medication at the appropriate time. To diagnose the illness at its earliest stages, this paper reviews the multiple studies on improving the level of detection and offers the methods and outcomes of automation of x-ray pictures based on several parameters. The selected dataset was trained using some well-known convolutional neural networks. In this paper, we present our deep learning framework for the categorization job, which is trained on altered images using several preprocessing procedures. As a result, we can conclude that our proposed model had the best performance with the training and testing set’s accuracy being 93.36% and 88.46%.
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