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2025
(XAI-AGUWEM) Explainable Artificial Intelligence-based Attention Guided Uncertainty Weighting Ensemble Model for the Classification of COVID-19 and Pneumonia in X-ray Medical Images
Recent Advances in Electrical & Electronic Engineering (Formerly Recent Patents on Electrical & Electronic Engineering)
2025
Enhanced COVID-19 detection from chest X-rays using ERBMAHE and a channel attention-based hybrid CNN model
Soft Computing
2025
Advancing respiratory disease diagnosis: A deep learning and vision transformer-based approach with a novel X-ray dataset
Computers in Biology and Medicine
2024
The use of Efficientnet_b0 network to identify COVID-19 in chest X-ray images
Journal of Electrical Systems and Information Technology
2024
A New Efficient Classifier for Bird Classification Based on Transfer Learning
Journal of Engineering
2024
Smart soil image classification system using lightweight convolutional neural network
Expert Systems with Applications
2024
Noise-induced modality-specific pretext learning for pediatric chest X-ray image classification
Frontiers in Artificial Intelligence
2024
Generalizable disease detection using model ensemble on chest X-ray images
Scientific Reports
2024
Multi-centre benchmarking of deep learning models for COVID-19 detection in chest x-rays
Frontiers in Radiology
2023
Effective processing pipeline PACE 2.0 for enhancing chest x-ray contrast and diagnostic interpretability
Scientific Reports
2023
Detecting COVID-19 Effectively with Transformers and CNN-Based Deep Learning Mechanisms
Applied Sciences
2023
A survey on deep learning models for detection of COVID-19
Neural Computing and Applications
2023
Diagnostic performance of artificial intelligence algorithms for detection of pulmonary involvement by COVID-19 based on portable radiography
Medicina Clínica (English Edition)
2023
Image classification adversarial attack with improved resizing transformation and ensemble models
PeerJ Computer Science
2023
Assessing the Impact of Image Resolution on Deep Learning for TB Lesion Segmentation on Frontal Chest X-rays
Diagnostics
2023
An Automated Chest X-Ray Image Analysis for Covid-19 and Pneumonia Diagnosis Using Deep Ensemble Strategy
IEEE Access
2023
LWSNet - a novel deep-learning architecture to segregate Covid-19 and pneumonia from x-ray imagery
Multimedia Tools and Applications
2023
Rendimiento diagnóstico de algoritmos de inteligencia artificial para detección de compromiso pulmonar por COVID-19 basados en radiografía portátil
Medicina Clínica
2023
Prediction of Health Issues During Covid-19 using Machine Learning Technique
international journal of engineering technology and management sciences
2023
Cross-dimensional transfer learning in medical image segmentation with deep learning
Medical Image Analysis
2023
A novel deep learning-based approach for prediction of neonatal respiratory disorders from chest X-ray images
Biocybernetics and Biomedical Engineering
2023
Exploratory data analysis, classification, comparative analysis, case severity detection, and internet of things in COVID-19 telemonitoring for smart hospitals
Journal of Experimental & Theoretical Artificial Intelligence
2023
CDC_Net: multi-classification convolutional neural network model for detection of COVID-19, pneumothorax, pneumonia, lung Cancer, and tuberculosis using chest X-rays
Multimedia Tools and Applications
2023
Attenuate Class Imbalance Problem for Pneumonia Diagnosis Using Ensemble Parallel Stacked Pre-Trained Models
Computers, Materials & Continua
2023
Uncertain-CAM: Uncertainty-Based Ensemble Machine Voting for Improved COVID-19 CXR Classification and Explainability
Diagnostics
2023
Deep learning framework for rapid and accurate respiratory COVID-19 prediction using chest X-ray images
Journal of King Saud University - Computer and Information Sciences
2022
Machine learning applications for COVID-19 outbreak management
Neural Computing and Applications
2022
Proceedings of the Thirteenth Indian Conference on Computer Vision, Graphics and Image Processing
2022
2022 IEEE 11th Data Driven Control and Learning Systems Conference (DDCLS)
2022
Perspective of AI system for COVID-19 detection using chest images: a review
Multimedia Tools and Applications
2022
Towards edge devices implementation: deep learning model with visualization for COVID-19 prediction from chest X-ray
Advances in Computational Intelligence
2022
Feature-level ensemble approach for COVID-19 detection using chest X-ray images
PLOS ONE
2022
BDCNet: multi-classification convolutional neural network model for classification of COVID-19, pneumonia, and lung cancer from chest radiographs
Multimedia Systems
2022
Application of Machine Learning and Deep Learning Techniques for COVID-19 Screening Using Radiological Imaging: A Comprehensive Review
SN Computer Science
2022
Machine learning for detecting COVID-19 from cough sounds: An ensemble-based MCDM method
Computers in Biology and Medicine
2022
Efficient and visualizable convolutional neural networks for COVID-19 classification using Chest CT
Expert Systems with Applications
2021
Ensembled Deep Neural Network for Intracranial Hemorrhage Detection and Subtype Classification on Noncontrast CT Images
Journal of Artificial Intelligence for Medical Sciences
2021
Identification of Specific Substances in the FAIMS Spectra of Complex Mixtures Using Deep Learning
Sensors
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