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INASNET: Automatic identification of coronavirus disease (COVID-19) based on chest X-ray using deep neural network
M Perumal, A Nayak, RP Sree, M Srinivas - ISA transactions, 2022 - Elsevier
Testing is one of the important methodologies used by various countries in order to fight
against COVID-19 infection. The infection is considered as one of the deadliest ones …
against COVID-19 infection. The infection is considered as one of the deadliest ones …
Detection of tuberculosis in radiographs using deep learning-based ensemble methods
Diagnosis of Tuberculosis has witnessed a substantial improvement owing to the infusion of
technology in the form of deep learning classification. The transfer learning techniques …
technology in the form of deep learning classification. The transfer learning techniques …
An ensemble cnn-dempster shafer based tuberculosis detection from chest x-ray images
P Saha - 2022 IEEE Calcutta Conference (CALCON), 2022 - ieeexplore.ieee.org
Pulmonary Tuberculosis remains as an epidemic in the world and continues to be one of the
leading causes of death according to WHO. The number of cases reported worldwide is …
leading causes of death according to WHO. The number of cases reported worldwide is …
Advancing Healthcare: Early Tuberculosis Detection in Chest X-Rays Through Select Convolutional Neural Networks
S Cuenca-Dominguez, V Arrobo-Sarango… - … on Computer Science …, 2023 - Springer
This paper introduces an innovative healthcare approach using convolutional neural
networks (CNNs) to detect tuberculosis (TB) in chest X-rays. The primary objective is to …
networks (CNNs) to detect tuberculosis (TB) in chest X-rays. The primary objective is to …
Automated Tuberculosis classification using Egret Swarm Optimization with deep learning based fusion model on chest X-ray images.
K Manivannan, S Sathiamoorthy - J. Intell. Fuzzy Syst., 2023 - content.iospress.com
In the last decades, Tuberculosis (TB) can be considered a serious illness affecting people
over the globe and it leads to mortality when left untreated. Chest X-Ray (CXR) is the …
over the globe and it leads to mortality when left untreated. Chest X-Ray (CXR) is the …
An Overview of Pulmonary Tuberculosis Detection and Classification Using Machine Learning and Deep Learning Algorithms
P Saha, S Neogy - Proceedings of the International Conference on …, 2022 - Springer
Pulmonary tuberculosis (TB) has been considered a leading cause of concern around the
world for decades and can be considered as a pandemic itself. The increasing number of …
world for decades and can be considered as a pandemic itself. The increasing number of …
A Novel Tuberculosis Prediction Model by Extracting Radiological Features Present in Chest X-ray Images Using Modified Discrete Grey Wolf Optimizer Based …
J Senthil Kumar, S Balamurugan… - Journal of Medical …, 2021 - ingentaconnect.com
In 2018, an invariant numbers ranging from 10 million people suffered from Tuberculosis
(TB) approximately that has remained quite stable in recent years, based on the WHO 2019 …
(TB) approximately that has remained quite stable in recent years, based on the WHO 2019 …
Correlating the Machine Learning Models for Automatic Error Detection and Correction in Medical Images
NK Roopa, GS Mamatha - 2020 2nd International Conference …, 2020 - ieeexplore.ieee.org
Medical image has always been considered as a significant research area when it comes to
advanced analysis in the critical disease diagnosis process. There has been massive …
advanced analysis in the critical disease diagnosis process. There has been massive …
A Comparative Performance Analysis of Different Denoising Techniques in Sputum Smear Images
M Shafeen Nagoor, S Vinila **ny - Advances in Communication Systems …, 2020 - Springer
Tuberculosis (TB) is the deadliest, communicable disease and can nearly affect all the parts
of our body. To diagnose this disease, there are various tests available such as chest X-rays …
of our body. To diagnose this disease, there are various tests available such as chest X-rays …