New approach based on light enhancement and real-time dual CNN for classification of COVID-19 X-ray images
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[1] E. Avşar,et al. COVID-19 and pneumonia diagnosis from chest X-ray images using convolutional neural networks , 2023, Network Modeling Analysis in Health Informatics and Bioinformatics.
[2] Sudipta Roy,et al. Demystifying Supervised Learning in Healthcare 4.0: A New Reality of Transforming Diagnostic Medicine , 2022, Diagnostics.
[3] Pailla Balakrishna Reddy,et al. Attention UW-Net: A fully connected model for automatic segmentation and annotation of chest X-ray , 2022, Comput. Biol. Medicine.
[4] Karrar Hameed Abdulkareem,et al. Novel Crow Swarm Optimization Algorithm and Selection Approach for Optimal Deep Learning COVID-19 Diagnostic Model , 2022, Computational intelligence and neuroscience.
[5] N. Veeranjaneyulu,et al. Detecting Covid19 and pneumonia from chest X-ray images using deep convolutional neural networks , 2022, Materials Today: Proceedings.
[6] Jingyao Liu,et al. Deep feature fusion classification network (DFFCNet): Towards accurate diagnosis of COVID-19 using chest X-rays images , 2022, Biomedical Signal Processing and Control.
[7] J. Agushaka,et al. Dwarf Mongoose Optimization Algorithm , 2022, Computer Methods in Applied Mechanics and Engineering.
[8] Navid Razmjooy,et al. Nerve optic segmentation in CT images using a deep learning model and a texture descriptor , 2022, Complex & Intelligent Systems.
[9] E. Avşar,et al. Stacked Cross Validation with Deep Features , 2022, Tehnički glasnik.
[10] A. Gandomi,et al. Reptile Search Algorithm (RSA): A nature-inspired meta-heuristic optimizer , 2021, Expert Syst. Appl..
[11] Jamal N. Hasoon,et al. COVID-19 anomaly detection and classification method based on supervised machine learning of chest X-ray images , 2021, Results in Physics.
[12] Safa Ben Atitallah,et al. Randomly initialized convolutional neural network for the recognition of COVID‐19 using X‐ray images , 2021, Int. J. Imaging Syst. Technol..
[13] Amir H. Gandomi,et al. The Arithmetic Optimization Algorithm , 2021, Computer Methods in Applied Mechanics and Engineering.
[14] Dalia Yousri,et al. Aquila Optimizer: A novel meta-heuristic optimization algorithm , 2021, Comput. Ind. Eng..
[15] Huanlai Xing,et al. RTFN: A Robust Temporal Feature Network for Time Series Classification , 2020, Inf. Sci..
[16] Mohammad Khalid Pandit,et al. Automatic detection of COVID-19 from chest radiographs using deep learning , 2020, Radiography.
[17] Zhigang Liu,et al. Computer-aided breast cancer diagnosis based on image segmentation and interval analysis , 2020, Automatika.
[18] N. Mehendale,et al. Chest X-ray Classification Using Deep Learning for Automated COVID-19 Screening , 2020, SN Computer Science.
[19] Antonella Santone,et al. Explainable Deep Learning for Pulmonary Disease and Coronavirus COVID-19 Detection from X-rays , 2020, Computer Methods and Programs in Biomedicine.
[20] Mohamed Samir Boudrioua. COVID-19 Detection from Chest X-ray Images using CNNs Models: Further Evidence from Deep Transfer Learning , 2020, Journal of Respiratory Infections.
[21] Abolfazl Zargari Khuzani,et al. Improving performance of CNN to predict likelihood of COVID-19 using chest X-ray images with preprocessing algorithms , 2020, ArXiv.
[22] Shadman Q. Salih,et al. Modified AlexNet Convolution Neural Network For Covid-19 Detection Using Chest X-ray Images , 2020 .
[23] Sonali Agarwal,et al. Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks , 2020, Applied Intelligence.
[24] Kevin A. Schneider,et al. Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning Based Approach , 2020, Biocybernetics and Biomedical Engineering.
[25] Milan Sonka,et al. Deep-COVID: Predicting COVID-19 from chest X-ray images using deep transfer learning , 2020, Medical Image Analysis.
[26] Lucas S. Folio,et al. Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-Rays , 2020, IEEE Access.
[27] Eduardo José da S. Luz,et al. Towards an effective and efficient deep learning model for COVID-19 patterns detection in X-ray images , 2020, Research on Biomedical Engineering.
[28] Asif Iqbal Khan,et al. CoroNet: A deep neural network for detection and diagnosis of COVID-19 from chest x-ray images , 2020, Computer Methods and Programs in Biomedicine.
[29] Mohamed Medhat Gaber,et al. Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network , 2020, Applied Intelligence.
[30] Ioannis D. Apostolopoulos,et al. Covid-19: automatic detection from X-ray images utilizing transfer learning with convolutional neural networks , 2020, Physical and Engineering Sciences in Medicine.
[31] Ali Narin,et al. Automatic detection of coronavirus disease (COVID-19) using X-ray images and deep convolutional neural networks , 2020, Pattern Analysis and Applications.
[32] A. Wong,et al. COVID-Net: a tailored deep convolutional neural network design for detection of COVID-19 cases from chest X-ray images , 2020, Scientific Reports.
[33] Jose Luis Lisani,et al. Simplest Color Balance , 2011, Image Process. Line.
[34] J. A. Stephen Viggiano,et al. Comparison of the accuracy of different white-balancing options as quantified by their color constancy , 2004, IS&T/SPIE Electronic Imaging.
[35] Mohammed Anbar,et al. COVID-19 Automatic Detection Using Deep Learning , 2021, Computer systems science and engineering.