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Subject Interpreting deep network research result(by Seong Tae Kim) is accepted in SPIE Medical Imaging
Date 2018-10-16
Visual evidence for interpreting diagnostic decision has been accepted as an oral in SPIE Medical Imaging 2019.

The title is "Visual evidence for interpreting diagnostic decision of deep neural network in computer-aided diagnosis". The paper contribution is to provide visual interpreting evidence for computer aided diagnostic decision. New deep network scheme providing visual interpreting evidence and associated interpretation guided learning algorithm are devised. The visual interpreting evidence results in this paper are very meaningful in the deep learning based CAD research, which can avoid non interpretable decisions being used so far.
This paper has been written by Seong Tae Kim, Jae-Hyeok Lee, and Yong Man Ro.