LAUSR

Annotation Cost Minimization for Ultrasound Image Segmentation Using Cross-Domain Transfer Learning

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2 Published in 2023 at "IEEE Journal of Biomedical and Health Informatics"

DOI: 10.1109/jbhi.2023.3236989

Abstract: Deep learning techniques can help minimize inter-physician analysis variability and the medical expert workloads, thereby enabling more accurate diagnoses. However, their implementation requires large-scale annotated dataset whose acquisition incurs heavy time and human-expertise costs. Hence,… read more here.

Keywords: ultrasound image; segmentation; annotation cost;