Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
10351479 | Computers in Biology and Medicine | 2013 | 13 Pages |
Abstract
The objective of the present study is to explore prioritization methods in diagnostic imaging modalities to automatically determine the contents of medical images. In this paper, we propose an efficient prioritization of brain MRI. First, the visual perception of the radiologists is adapted to identify salient regions. Then this saliency information is used as an automatic label for accurate segmentation of brain lesion to determine the scientific value of that image. The qualitative and quantitative results prove that the rankings generated by the proposed method are closer to the rankings created by radiologists.
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Physical Sciences and Engineering
Computer Science
Computer Science Applications
Authors
Irfan Mehmood, Naveed Ejaz, Muhammad Sajjad, Sung Wook Baik,