Deep clustering for abdominal organ classification in ultrasound imaging.

Journal of medical imaging (Bellingham, Wash.)(2023)

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摘要
This method can be used as a tool to preprocess large unprocessed databases, thus reducing the need for prior annotations of abdominal ultrasound studies for the training of image classification algorithms, which in turn could improve the clinical use of ultrasound images.
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关键词
ultrasound imaging, representation learning, deep clustering, semi-supervised learning
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