Generating Synthetic Labeled Data From Existing Anatomical Models: An Example With Echocardiography Segmentation
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DOI: 10.1109/tmi.2021.3051806
Abstract: Deep learning can bring time savings and increased reproducibility to medical image analysis. However, acquiring training data is challenging due to the time-intensive nature of labeling and high inter-observer variability in annotations. Rather than labeling… read more here.
Keywords: labeled data; generating synthetic; synthetic labeled; data existing ... See more keywords