B2-Net: an artificial intelligence powered machine learning framework for the classification of pneumonia in chest x-ray images

KM Abubeker, S Baskar - Machine Learning: Science and …, 2023 - iopscience.iop.org
A chest x-ray radiograph is still the global standard for diagnosing pneumonia and helps
distinguish between bacterial and viral pneumonia. Despite several studies, radiologists and …

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 …

Artificial intelligence framework for efficient detection and classification of pneumonia using chest radiography images

AM Alqudah, S Qazan, IS Masad - Journal of Medical and Biological …, 2021 - Springer
Background Chest diseases are serious health problems that threaten the lives of people.
The early and accurate diagnosis of such diseases is very crucial in the success of their …

[PDF][PDF] Transfer learning based model for pneumonia detection in chest X-ray images

OM El Zein, MM Soliman, AK Elkholy… - International Journal of …, 2021 - academia.edu
Pneumonia is a lung infectious disease caused by viral bacteria. It damages one or both
lungs in humans. Expert radiotherapists must evaluate chest X-ray to detect pneumonia. As …

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 …

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 …

Pneumonia classification from X-ray images with inception-V3 and convolutional neural network

M Mujahid, F Rustam, R Álvarez, J Luis Vidal Mazón… - Diagnostics, 2022 - mdpi.com
Pneumonia is one of the leading causes of death in both infants and elderly people, with
approximately 4 million deaths each year. It may be a virus, bacterial, or fungal, depending …

Using convolutional neural network for chest X-ray image classification

M Sorić, D Pongrac, I Inza - 2020 43rd International Convention …, 2020 - ieeexplore.ieee.org
Chest X-ray is an imaging technique that plays an important role in pneumonia diagnosis.
Owing to the high availability of medically-oriented image datasets, great success can be …

Optimized CNN-based diagnosis system to detect the pneumonia from chest radiographs

M Aledhari, S Joji, M Hefeida… - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Pneumonia is a high mortality disease that kills 50, 000 people in the United States each
year. Children under the age of 5 and older population over the age of 65 are susceptible to …

Detection and classification of pneumonia in chest X-ray images by supervised learning

S Parveen, KB Khan - 2020 IEEE 23rd International Multitopic …, 2020 - ieeexplore.ieee.org
Pneumonia known as a “silent killer” is a worldwide health issue, causing a large number of
mortality. In developing countries, the indication of this lung's disease makes it one of the …