New Frontiers in Communication and Intelligent Systems
Convolutional Neural Network Based Lungs Disease Prediction
Authors: Seema V. Kedar and Sanika Shirsat
Publishing Date: 06-05-2022
ISBN: 978-81-95502-00-4
Abstract
Disease Recognition Systems have played a vital role in history all over world and is widely found in today’s time. Various re- searchers have worked on different diseases using different algorithms such as skin diseases, breast diseases, blood issues, cancers, tumors, etc. Research efforts on lungs related diseases such as lung cancer, pneumonia and covid-19. This research intends to bring a system which can recognize lungs diseases. Methods based on CNN classifier are exercised for Lung Diseases Recognition. Experiments are carried out on datasets using different kinds of features and their fusion. Dataset of total 6000 images is used for the same.
Keywords
Lung Cancer, Covid-19, Pneumonia, Normal, Convolutional Neural Network.
Cite as
Seema V. Kedar and Sanika Shirsat, "Convolutional Neural Network Based Lungs Disease Prediction", In: Rahul Srivastava and Aditya Kr. Singh Pundir (eds), New Frontiers in Communication and Intelligent Systems, SCRS, India, 2022, pp. 393-397. https://doi.org/10.52458/978-81-95502-00-4-41