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Fuyong Xing

2 accepted papers

2017

MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network

CVPR 2017oral

The inability to interpret the model prediction in semantically and visually meaningful ways is a well-known shortcoming of most existing computer-aided diagnosis methods. In this paper, we propose MDNet to establish a direct multimodal mapping between medical images and diagnostic reports that can…

Cited by 448PDFScholar
2016

SemiContour: A Semi-Supervised Learning Approach for Contour Detection

CVPR 2016poster

Supervised contour detection methods usually require many labeled training images to obtain satisfactory performance. However, a large set of annotated data might be unavailable or extremely labor intensive. In this paper, we investigate the usage of semi-supervised learning (SSL) to obtain competit…

Cited by 62PDFScholar