Improved deep convolutional neural networks using chimp optimization algorithm for Covid19 diagnosis from the X-ray images

Keyphrases

• Adaptive Dictionary 16%
• Chest X-ray 16%
• Chimp 33%
• Chimp Optimization Algorithm (ChOA) 100%
• Class Activation Map 16%
• Clinical Outcomes 16%
• Coronavirus Disease (COVID) 16%
• COVID-19 100%
• COVID-19 Education 16%
• COVID-19 Positive 16%
• Deep Convolutional Neural Network (deep CNN) 100%
• Deep Learning 16%
• Detection Accuracy 33%
• Ensemble Detection 16%
• Fair Comparison 16%
• False Alarm Rate 16%
• Fast Convergence Rate 16%
• Final Weight 16%
• Fully Connected Layer 33%
• Genetic Algorithm 16%
• Gradient Descent 33%
• Graphics Processing Unit 16%
• Hyperparameters 16%
• IDCNN 100%
• Infected Area 16%
• LeNet-5 16%
• Local Minima 16%
• Manual Tuning 16%
• Parallel Implementation 16%
• Parallelizing 16%
• Radiograph 16%
• Sequential Procedure 16%
• Subspace Classifiers 16%
• Trainer 16%
• Training Algorithm 16%
• Training Data 16%
• Training Sample Set 16%
• Training Samples 16%
• Validation Accuracy 33%
• X-ray 16%
• X-ray Images 100%

Computer Science

• Clinical Outcome 14%
• Convergence Rate 14%
• Deep Convolutional Neural Networks 100%
• Deep Learning 14%
• Detection Accuracy 14%
• Fair Comparison 14%
• False Alarm Rate 14%
• Fast Convergence 14%
• Genetic Algorithm 14%
• Gradient Descent 28%
• Graphics Processing Unit 14%
• Local Minimum 14%
• Optimization Algorithm 100%
• Parallel Implementation 14%
• Sequential Procedure 14%
• training algorithm 14%
• Training Dataset 14%
• Training Sample 28%
• Weighted Average 14%