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Efficient ensemble for image-based identification of Pneumonia utilizing deep CNN and SGD with warm restarts

Grega Vrbančič, Vili Podgorelec

2021Expert Systems with Applications47 citationsDOI

Topics & Concepts

Computer scienceArtificial intelligenceConvolutional neural networkGeneralizationStochastic gradient descentMachine learningDeep learningEnsemble learningMaxima and minimaEnsemble forecastingPattern recognition (psychology)Field (mathematics)Artificial neural networkMathematicsPure mathematicsMathematical analysisCOVID-19 diagnosis using AIPneumonia and Respiratory InfectionsPhonocardiography and Auscultation Techniques
Efficient ensemble for image-based identification of Pneumonia utilizing deep CNN and SGD with warm restarts | Litcius