A Novel Approach to Multi-Disease Detection in Healthcare using CNN, Random Forest & XGBoost

M Mohammed, R Mongia… - … Conference on Recent …, 2023 - ieeexplore.ieee.org
In recent years, there has been a significant rise in the recognition and adoption of artificial
intelligence and machine learning. The COVID-19 pandemic has accelerated this trend …

DuaNet: A Novel Lightweight CNN Model for Classifying Five-class Lung Diseases

D Al-Naqeeb, O Al-Shamma - 2022 International Conference …, 2022 - ieeexplore.ieee.org
Lung diseases rank among the world's top killers and disablers. Therefore, early
identification is crucial for improving long-term survival rates and boosting the chances of …

Detection of Pneumonia in X-rays Images of Young Infants using Neural Network Algorithm

RS Ganesh, SA Sivakumar, SK Pavithra… - 2022 5th …, 2022 - ieeexplore.ieee.org
Pneumonia is a major disease which mainly affects the lungs of human beings. The air sacs
that are present in the lungs gets inflamed and it will be filled with a fluid. The bacteria and …

[PDF][PDF] Classification of X-Ray Images and Model Evaluation

A Naser, ŞB ŞAFAK, E Utkutağ, RS DOĞAN, S İnci… - researchgate.net
Inflammation of the lungs, called pneumonia, is a disease characterized by inflammation of
the air sacs that interfere with the exchange of oxygen and carbon dioxide. It is caused by a …