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A New Approach to Develop Computer-aided Diagnosis Scheme of Breast Mass Classification Using Deep Learning Technology

PURPOSE: To develop and test a deep learning based computer-aided diagnosis (CAD) scheme of mammograms for classifying between malignant and benign masses. METHODS: An image dataset involving 560 regions of interest (ROIs) extracted from digital mammograms was used. After down-sampling each ROI from...

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Bibliografiske detaljer
Udgivet i:J Xray Sci Technol
Main Authors: Qiu, Yuchen, Yan, Shiju, Gundreddy, Rohith Reddy, Wang, Yunzhi, Cheng, Samuel, Liu, Hong, Zheng, Bin
Format: Artigo
Sprog:Inglês
Udgivet: 2017
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5647205/
https://ncbi.nlm.nih.gov/pubmed/28436410
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3233/XST-16226
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