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US image and video processing + pre-processing (to serve as input to be fed to a CNN)
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CNN model: COVID-19 detection (COVID-19 Lung US video detection) + "US video to M-mode US image" converter.
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Transfer Learning: pneumonia detection
Dislaimer: Ongoing project! After this very first prototype, the project will be assessed for its use in a project, between Madrid HUFA Hospital and Madrid URJC University, for instructing Guatemala and Peru physicians in COVID-19 detection.