IEEE - Institute of Electrical and Electronics Engineers, Inc. - Joint Weakly and Semi-Supervised Deep Learning for Localization and Classification of Masses in Breast Ultrasound Images

Author(s): Seung Yeon Shin ; Soochahn Lee ; Il Dong Yun ; Sun Mi Kim ; Kyoung Mu Lee
Sponsor(s): IEEE Engineering In Medicine and Biology Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 1558-254X
ISSN (Paper): 0278-0062
DOI: 10.1109/TMI.2018.2872031
Regular:

We propose a framework for localization and classification of masses in breast ultrasound (BUS) images. We have experimentally found that training convolutional neural network based mass detectors... View More

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