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CovidXrayNet: Optimizing data augmentation and CNN hyperparameters for improved COVID-19 detection from CXR

Maram Mahmoud A. Monshi, Josiah Poon, Yuk Ying Chung, Fahad Mahmoud Monshi

2021Computers in Biology and Medicine143 citationsDOIOpen Access PDF

Topics & Concepts

HyperparameterConvolutional neural networkComputer scienceBenchmark (surveying)Artificial intelligenceCoronavirus disease 2019 (COVID-19)False positive paradoxPattern recognition (psychology)Deep learningResidualMachine learningAlgorithmMedicinePathologyInfectious disease (medical specialty)GeodesyDiseaseGeographyCOVID-19 diagnosis using AIRadiomics and Machine Learning in Medical ImagingArtificial Intelligence in Healthcare and Education
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