Generalizable disease detection using model ensemble on chest X-ray images

Keyphrases

• Disease Diagnosis 100%
• External Validation 100%
• Internal Validation 100%
• Ensemble Model 100%
• Chest X-ray Images 100%
• DenseNet121 100%
• InceptionResNetV2 100%
• ResNet50 66%
• Performance Analysis 33%
• Healthcare 33%
• COVID-19 33%
• Diagnostic Tool 33%
• Large-scale Dataset 33%
• Model Performance 33%
• Network Performance 33%
• Convolutional Neural Network Architecture 33%
• Training Data 33%
• Ensemble Approach 33%
• Swift 33%
• Diverse Sources 33%
• Training Image 33%
• Ensemble Methods 33%
• Comprehensive Performance 33%
• Making Inferences 33%
• Pre-trained Convolutional Neural Networks 33%
• Image Verification 33%

Computer Science

• Residual Neural Network 100%
• ResNet50 66%
• Performance Model 33%
• Network Performance 33%
• Convolutional Neural Network 33%
• Neural Network Architecture 33%
• Ensemble Method 33%
• Ensemble Approach 33%
• Performance Analysis 33%
• Training Data 33%
• Training Image 33%