کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
10351615 | 864497 | 2011 | 7 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Automatic measurement of midline shift on deformed brains using multiresolution binary level set method and Hough transform
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
نرم افزارهای علوم کامپیوتر
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: Automatic measurement of midline shift on deformed brains using multiresolution binary level set method and Hough transform Automatic measurement of midline shift on deformed brains using multiresolution binary level set method and Hough transform](/preview/png/10351615.png)
چکیده انگلیسی
Midline shift (MLS) is an important quantitative feature clinicians use to evaluate the severity of brain compression by various pathologies. The midline consists of many anatomical structures including the septum pellucidum (SP), a thin membrane between the frontal horns (FH) of the lateral ventricles. We proposed a procedure that can measure MLS by recognizing the SP within the given CT study. The FH region is selected from all ventricular regions by expert rules and the multiresolution binary level set method. The SP is recognized using Hough transform, weighted by repeated morphological erosion. Our system is tested on images from 80 patients admitted to the neurosurgical intensive care unit. The results are evaluated by human experts. The mean difference between automatic and manual MLS measurements is 0.23±0.52 mm. Our method is robust and can be applied in emergency and routine settings.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computers in Biology and Medicine - Volume 41, Issue 9, September 2011, Pages 756-762
Journal: Computers in Biology and Medicine - Volume 41, Issue 9, September 2011, Pages 756-762
نویسندگان
Furen Xiao, I-Jen Chiang, Jau-Min Wong, Yi-Hsin Tsai, Ke-Chun Huang, Chun-Chih Liao,