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SHA-MTL: soft and hard attention multi-task learning for automated breast cancer ultrasound image segmentation and classification

Guisheng Zhang, Kehui Zhao, Yanfei Hong, Xiaoyu Qiu, Kuixing Zhang, Benzheng Wei

2021International Journal of Computer Assisted Radiology and Surgery80 citationsDOI

Topics & Concepts

Computer scienceArtificial intelligenceSegmentationTask (project management)Pattern recognition (psychology)EncoderBreast ultrasoundBinary classificationMachine learningBreast cancerMammographyMedicineCancerSupport vector machineOperating systemInternal medicineManagementEconomicsAI in cancer detectionRadiomics and Machine Learning in Medical ImagingCOVID-19 diagnosis using AI
SHA-MTL: soft and hard attention multi-task learning for automated breast cancer ultrasound image segmentation and classification | Litcius