An efficient method to predict pneumonia from chest X-rays using deep learning approach

U Shah, A Abd-Alrazeq, T Alam… - The importance of …, 2020 - ebooks.iospress.nl
Pneumonia is a severe health problem causing millions of deaths every year. The aim of this
study was to develop an advanced deep learning-based architecture to detect pneumonia …

Deep-pneumonia framework using deep learning models based on chest X-ray images

NM Elshennawy, DM Ibrahim - Diagnostics, 2020 - mdpi.com
Pneumonia is a contagious disease that causes ulcers of the lungs, and is one of the main
reasons for death among children and the elderly in the world. Several deep learning …

Pneumonia detection using enhanced convolutional neural network model on chest x-ray images

SA Aljawarneh, R Al-Quraan - Big Data, 2023 - liebertpub.com
Pneumonia, caused by microorganisms, is a severely contagious disease that damages one
or both the lungs of the patients. Early detection and treatment are typically favored to …

Icdp: An improved convolutional neural network model to detect pneumonia from chest x-ray images

K Md. Hasib, M Oli Ullah, M Imran Nazir, A Akter… - … Conference on Big Data …, 2023 - Springer
Pneumonia is a serious respiratory infection that can be fatal if not diagnosed promptly.
However, even experienced radiologists can find it challenging to arrive at an accurate …

Pneumonia Detection Using Chest Radiographs With Novel EfficientNetV2L Model

M Ali, M Shahroz, U Akram, MF Mushtaq… - IEEE …, 2024 - ieeexplore.ieee.org
Pneumonia is a potentially life-threatening infectious disease that is typically diagnosed
through physical examinations and diagnostic imaging techniques such as chest X-rays …

Pneumonia detection from chest X-ray images based on convolutional neural network

D Zhang, F Ren, Y Li, L Na, Y Ma - Electronics, 2021 - mdpi.com
Pneumonia has caused significant deaths worldwide, and it is a challenging task to detect
many lung diseases such as like atelectasis, cardiomegaly, lung cancer, etc., often due to …

Diagnosis of Pneumonia Using Deep Learning Techniques

N Krishnamoorthy, K Nirmaladevi… - … on Advances in …, 2022 - ieeexplore.ieee.org
Pneumonia is a potentially deadly lung illness which is a result of a bacterial infection.
Pneumonia is responsible for one out of every three fatalities in India, according to the World …

[PDF][PDF] Automated Pneumonia Diagnosis using a 2D Deep Convolutional Neural Network with Chest X-Ray Images

K Kassylkassova, B Omarov, G Kazbekova… - … Journal of Advanced …, 2023 - researchgate.net
Tiny air sacs in one or both lungs become inflamed as a result of the lung infection known as
pneumonia. In order to provide the best possible treatment plan, pneumonia must be …

X-ray image-based pneumonia detection and classification using deep learning

NW Asnake, AO Salau, AM Ayalew - Multimedia Tools and Applications, 2024 - Springer
Pneumonia is a dangerous lung disease that has affected millions of people worldwide.
Several people have died as a result of incorrect pneumonia diagnosis and treatment. This …

Automated pneumonia detection in chest x-ray images using deep learning model

S Li, Y Mo, Z Li - Innovations in Applied Engineering and Technology, 2022 - ojs.sgsci.org
In the medical field, especially for the rapid diagnosis of pneumonia, enhancements in
accuracy and efficiency are crucial for patient treatment and recovery. Traditional analysis of …