Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans

Keyphrases

• Deep Learning Model 100%
• Model Design 100%
• Chest Imaging 100%
• Model Benchmarking 100%
• COVID-19 Detection 100%
• Automated Model 100%
• Publicly Available 25%
• Model Size 25%
• Computed Tomography 25%
• Deep Learning Methods 25%
• COVID-19 Pandemic 25%
• Medical Diagnosis 25%
• Three-state 25%
• Different Datasets 25%
• COVID-19 25%
• Mapping Method 25%
• 3D Image 25%
• First Use 25%
• 3D Model 25%
• Small Animal Model 25%
• Search Efficiency 25%
• COVID-19 Data 25%
• Transmissibility 25%
• Quality Model 25%
• COVID-19 Infection 25%
• Gumbel-Softmax 25%
• High Pathogenicity 25%
• 3D Deep Learning Models 25%
• Baseline Performance 25%
• Differentiable Neural Architecture Search 25%
• CT Image Classification 25%

Computer Science

• Benchmarking 100%
• Deep Learning Model 100%
• Interpretability 100%
• Experimental Result 50%
• Deep Learning Method 50%
• Medical Diagnosis 50%
• Neural Architecture Search 50%
• quality model 50%
• Reported Result 50%