[PDF][PDF] Classification of Pneumonia Using Deep Convolutional Neural Network

AM Ahmed, GA Babikir, SM Osman - american journal of computer …, 2022 - academia.edu
Pneumonia is considered a serious and fatal disease worldwide. In fact, pneumonia can be
an individual's life-endangering if not treated promptly by drugs. Therefore, the early …

An effective framework for identifying pneumonia in healthcare using a convolutional neural network

MR Hasan, SMA Ullah, ME Karim - … International Conference on …, 2023 - ieeexplore.ieee.org
Pneumonia is now a life-threatening respiratory illness that can affect the lungs. Mainly the
aged and children suffer the most. If the right diagnosis is not made, it could be fatal. So …

Convolutional neural network based chest X-ray image classification for pneumonia diagnosis

R Bhatt, S Yadav, JN Sarvaiya - … , ET2ECN 2020, Surat, India, February 7 …, 2020 - Springer
Pneumonia is one of the most chronic diseases, and therefore, its timely diagnosis is of
utmost importance. Traditionally, clinical decisions have been considered as a gold …

A deep convolution network-based pneumonia identification from thoracic X-Ray imagery scans

K Upreti, P Mishra, M Maheshwari, P Vats… - … : Selected Papers of …, 2023 - Springer
Pneumonia is an infectious ailment which affects the respiratory system and is caused by
microbes that infect the human by affecting their lung air sacs and fill them with fluid. Using …

Prediction of Pneumonia Using Deep Convolutional Neural Network (CNN)

J Pal, S Das - Proceedings of the International Conference on …, 2023 - Springer
In a certain wide world pneumonia is a very dangerous disease, and also an infection that
occurs in one or both of the lungs. It is invented by either bacterial (microbes) or viral …

Diagnosis of Pneumonia with Chest X-Ray Using Deep Neural Networks

E Venkateswara Reddy, GS Naveen Kumar… - Intelligent Systems and …, 2022 - Springer
Pneumonia has caused significant deaths worldwide, which remains a threat to human
health. Pneumonia is the soreness in the minute air sacs which is originated by deadly lung …

Detection of Pneumonia from Chest X-Ray Images Using Convolutional Neural Network (CNN)

M Islam, FJ Pathari - 2023 3rd International Conference on …, 2023 - ieeexplore.ieee.org
The bacterial or viral infection that causes pneumo-nia results in fluids filling the lungs,
making breathing difficult. Early treatment or diagnosis is very important for this disease. It …

[PDF][PDF] Applicability of various pre-trained deep convolutional neural networks for pneumonia classification based on x-ray images

JC Young, A Suryadibrata - International Journal, 2020 - academia.edu
Along with the development of machine learning methodologies, in the last few decades, a
variety of machine learning techniques began to solve many problems in various fields …

[PDF][PDF] Pneumonia Detection Using Deep Learning Model

S Tatekalva, K Kumar, GT Vasu, S Fiza - Solid State Technology, 2018 - researchgate.net
Acute respiratory tract infection (ARTI) that affects the lungs is known as pneumonia. Either
bacteria, viruses, or fungus are at blame. The most common sickness in children under the …

An efficient pneumonia detection from the chest x-ray images

R Chatterjee, A Chatterjee, R Halder - Proceedings of International …, 2021 - Springer
Currently, the human race is experiencing an unprecedented health crisis due to the
outbreak of the COVID-19 pandemic. As per the World Health Organization, Pneumonia is …