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Assessing the impact of data augmentation and a combination of CNNs on leukemia classification

Maíla L. Claro, Rodrigo Veras, André M. Santana, Luis H. S. Vogado, Geraldo Bráz, F.N.S. Medeiros, João Manuel R. S. Tavares

2022Information Sciences37 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceMulticlass classificationArtificial intelligenceBinary classificationConvolutional neural networkMachine learningCADDeep learningLeukemiaPattern recognition (psychology)Data miningMedicineSupport vector machineImmunologyEngineeringEngineering drawingDigital Imaging for Blood DiseasesAI in cancer detectionCOVID-19 diagnosis using AI