[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 …

Classification Model Using Transfer Learning for the Detection of Pneumonia in Chest X-Ray Images.

GLE Maquen-Niño… - … Journal of Online & …, 2024 - search.ebscohost.com
In the current global context, there has been a significant increase in respiratory system
diseases, particularly pneumonia. This disease has a higher incidence of mortality in …

Pneumonia Detection using Chest X-ray Images using CNN Algorithm

SD Mazumdar, A Kumar… - 2023 7th International …, 2023 - ieeexplore.ieee.org
Pneumonia is a serious health condition where the patient's lungs get infected by bacteria,
virus or sometimes fungi. This causes burning sensation in the alveoli present in the lungs …

Pneumonia detection from chest X-ray images using transfer learning

S Sharma, K Guleria - 2022 10th International Conference on …, 2022 - ieeexplore.ieee.org
Pneumonia is a disease that an individual can acquire at any stage of the life. As per a
report from Cleveland clinic, America, pneumonia is responsible for about 18% of all …

Detection of Pneumonia from chest x-ray images using Machine Learning

AR Priya, K Sarkar, TR Khan, SF Turna, S Mubashshira - 2023 - dspace.bracu.ac.bd
A bacterial infection is the cause of the lung condition known as pneumonia. An essential
component of a successful treatment procedure is early diagnosis. Without early diagnosis …

Transfer learning with deep convolutional neural network (CNN) for pneumonia detection using chest X-ray

T Rahman, MEH Chowdhury, A Khandakar, KR Islam… - Applied Sciences, 2020 - mdpi.com
Pneumonia is a life-threatening disease, which occurs in the lungs caused by either
bacterial or viral infection. It can be life-endangering if not acted upon at the right time and …

Classification performance of deep transfer learning methods for pneumonia detection from chest x-ray images

O Güler, K Polat - Journal of Artificial Intelligence and Systems, 2022 - iecscience.org
Pneumonia is one of the leading diseases of child mortality in the world. The fastest imaging
method for detecting pneumonia in chest X-rays. Examining X-ray images is carried out by …

[PDF][PDF] Effective pneumonia detection using res net based transfer learning

N Ansari, A Faizabadi, S Motakabber… - Test Engineering and …, 2020 - researchgate.net
Pneumonia is a deadly lungs disease known as silent killer is due to bacterial, viral, or
fungal infection and causes lung alveoli to fill with pus or fluids. The most common …

A convolutional neural network (CNN)-based pneumonia detection using chest X-ray images

J Pal, S Das - Using Multimedia Systems, Tools, and Technologies …, 2023 - igi-global.com
Pneumonia is a fatal illness; an infection that occurs in one or both human lungs. It is caused
by either bacterial or viral infection. Pneumonia impacts mostly elders, as well as children …

Pneumonia detection in chest x-ray images using resnet50 model

F Barneih, N Nasir, A Kansal… - 2023 Advances in …, 2023 - ieeexplore.ieee.org
Pneumonia is the leading cause of death in children under the age of five worldwide. Chest
X-rays are examined by trained radiologists to diagnose pneumonia. This procedure …