کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
10351479 864471 2013 13 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Prioritization of brain MRI volumes using medical image perception model and tumor region segmentation
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
Prioritization of brain MRI volumes using medical image perception model and tumor region segmentation
چکیده انگلیسی
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.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers in Biology and Medicine - Volume 43, Issue 10, 1 October 2013, Pages 1471-1483
نویسندگان
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