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Sparse Representation Based Multi-Instance Learning for Breast Ultrasound Image Classification

We propose a novel method based on sparse representation for breast ultrasound image classification under the framework of multi-instance learning (MIL). After image enhancement and segmentation, concentric circle is used to extract the global and local features for improving the accuracy in diagnos...

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Bibliografiske detaljer
Udgivet i:Comput Math Methods Med
Main Authors: Bing, Lu, Wang, Wei
Format: Artigo
Sprog:Inglês
Udgivet: Hindawi 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5463197/
https://ncbi.nlm.nih.gov/pubmed/28690670
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2017/7894705
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