Joint segmentation and classification of breast masses based on ultrasound radio-frequency data and convolutional neural networks
Michał Byra, Piotr Jarosik, Katarzyna Dobruch‐Sobczak, Ziemowit Klimonda, Hanna Piotrzkowska‐Wróblewska, Jerzy Litniewski, Andrzej Nowicki
Topics & Concepts
Computer scienceSegmentationArtificial intelligenceConvolutional neural networkInterpretabilityPattern recognition (psychology)Deep learningRadio frequencyFilter (signal processing)Artificial neural networkNetwork architectureComputer visionTelecommunicationsComputer securityAI in cancer detectionRadiomics and Machine Learning in Medical ImagingUltrasound Imaging and Elastography