Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images
Alessandro Sebastian Podda, Riccardo Balia, Silvio Barra, Salvatore Carta, Gianni Fenu, Leonardo Piano
Topics & Concepts
Computer scienceSegmentationPipeline (software)Artificial intelligenceConvolutional neural networkBreast ultrasoundWorkloadDeep learningPattern recognition (psychology)Machine learningSørensen–Dice coefficientTask (project management)PopulationArtificial neural networkImage segmentationBreast cancerMammographyCancerMedicineManagementProgramming languageOperating systemEnvironmental healthEconomicsInternal medicineAI in cancer detectionRadiomics and Machine Learning in Medical ImagingCOVID-19 diagnosis using AI