Segmentation and Density Estimation in Femur: Preprocessing, segmentation and analysis of the femoral head bone density - Softcover

9783639302189: Segmentation and Density Estimation in Femur: Preprocessing, segmentation and analysis of the femoral head bone density
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We present a novel method for a femoral head segmentation and a density measurement. Our approach is based on a semi-automatical femoral head segmentation from a CT dataset based on finding an optimal path through the axial slices transformed to polar coordinates. The cost function itself is based on a combination of corticallis properties, mostly the directional behavior of the 3D gradients and their size in 2D slices, where they form typical "channels". The final volume is computed using filling and morphological algorithms and its properties are further measured. The final implementation was experimentally validated on the radiology department of the Bulovka hospital and allows a radiologist to intuitively and accurately estimate the femoral head density in approximately 1 to 3 minutes.

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About the Author:
Jan Horacek is currently a PhD student at Charles University in Prague with interest in medical image processing and segmentation. Other areas of iterest include computer graphics and GPGPU programming.

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  • PublisherVDM Verlag Dr. Müller
  • Publication date2010
  • ISBN 10 3639302184
  • ISBN 13 9783639302189
  • BindingPaperback
  • Number of pages108

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Book Description Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -We present a novel method for a femoral head segmentation and a density measurement. Our approach is based on a semi-automatical femoral head segmentation from a CT dataset based on finding an optimal path through the axial slices transformed to polar coordinates. The cost function itself is based on a combination of corticallis properties, mostly the directional behavior of the 3D gradients and their size in 2D slices, where they form typical 'channels'. The final volume is computed using filling and morphological algorithms and its properties are further measured. The final implementation was experimentally validated on the radiology department of the Bulovka hospital and allows a radiologist to intuitively and accurately estimate the femoral head density in approximately 1 to 3 minutes. 108 pp. Englisch. Seller Inventory # 9783639302189

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Book Description Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - We present a novel method for a femoral head segmentation and a density measurement. Our approach is based on a semi-automatical femoral head segmentation from a CT dataset based on finding an optimal path through the axial slices transformed to polar coordinates. The cost function itself is based on a combination of corticallis properties, mostly the directional behavior of the 3D gradients and their size in 2D slices, where they form typical 'channels'. The final volume is computed using filling and morphological algorithms and its properties are further measured. The final implementation was experimentally validated on the radiology department of the Bulovka hospital and allows a radiologist to intuitively and accurately estimate the femoral head density in approximately 1 to 3 minutes. Seller Inventory # 9783639302189

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Book Description Kartoniert / Broschiert. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Horacek JanJan Horacek is currently a PhD student at Charles University in Prague with interest in medical image processing and segmentation. Other areas of iterest include computer graphics and GPGPU programming.We present a nov. Seller Inventory # 4975657

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