A deep learning approach to the screening of malaria infection: Automated and rapid cell counting, object detection and instance segmentation using Mask R-CNN
De Rong Loh, Wen Xin Yong, Jullian Yapeter, Karupppasamy Subburaj, Rajesh Chandramohanadas
Topics & Concepts
Computer scienceArtificial intelligenceSegmentationDeep learningMinimum bounding boxObject detectionVisualizationBlood smearBounding overwatchMachine learningPattern recognition (psychology)StandardizationCell countingFeature (linguistics)Computer visionObject (grammar)MalariaImage (mathematics)PathologyMedicinePhilosophyCancerCell cycleLinguisticsInternal medicineOperating systemDigital Imaging for Blood DiseasesCOVID-19 diagnosis using AICell Image Analysis Techniques