Segmentation of the Proximal Femur by the Analysis of X-ray Imaging Using Statistical Models of Shape and Appearance
作者： Joel Oswaldo Gallegos Guillen , Laura Jovani Estacio Cerquin , Javier Delgado Obando , Eveling Castro-Gutierrez
DOI: 10.1007/978-3-319-91262-2_3
关键词:
摘要: Using image processing to assist in the diagnostic of diseases is a growing challenge. Segmentation one relevant stages processing. We present strategy complete segmentation proximal femur (right and left) anterior-posterior pelvic radiographs using statistical models shape appearance for assistance diagnostics associated with femurs. Quantitative results are provided DICE coefficient time, on set clinical data that indicate validity our proposal.
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sci-hub.se 参考文章(20)
P.K. Krishnakumari, Supervised Learning for Measuring Hip Joint Distance in Digital X-ray Images TU Delft, Delft University of Technology. ,(2015)
Yasser Alginahi, Preprocessing Techniques in Character Recognition IntechOpen. ,(2010) , 10.5772/9776
Guoyan Zheng, Weimin Yu, 2D-3D regularized deformable b-spline registration: Application to the proximal femur international symposium on biomedical imaging. pp. 829- 832 ,(2015) , 10.7892/BORIS.76879
Cheng Chen, Guoyan Zheng, Fully Automatic Segmentation of AP Pelvis X-rays via Random Forest Regression and Hierarchical Sparse Shape Composition computer analysis of images and patterns. pp. 335- 343 ,(2013) , 10.1007/978-3-642-40261-6_40
Weiguo Xie, Jochen Franke, Cheng Chen, Paul A. Grützner, Steffen Schumann, Lutz-P. Nolte, Guoyan Zheng, A complete-pelvis segmentation framework for image-free total hip arthroplasty (THA): methodology and clinical study. International Journal of Medical Robotics and Computer Assisted Surgery. ,vol. 11, pp. 166- 180 ,(2015) , 10.1002/RCS.1619
Steffen Schumann, Yoshinobu Sato, Yuki Nakanishi, Futoshi Yokota, Masaki Takao, Nobuhiko Sugano, Guoyan Zheng, Cup Implant Planning Based on 2-D/3-D Radiographic Pelvis Reconstruction—First Clinical Results IEEE Transactions on Biomedical Engineering. ,vol. 62, pp. 2665- 2673 ,(2015) , 10.1109/TBME.2015.2441378
Weiguo Xie, Jochen Franke, Cheng Chen, Paul A. Grützner, Steffen Schumann, Lutz-P. Nolte, Guoyan Zheng, Statistical model-based segmentation of the proximal femur in digital antero-posterior (AP) pelvic radiographs. computer assisted radiology and surgery. ,vol. 9, pp. 165- 176 ,(2014) , 10.1007/S11548-013-0932-5
Zeynettin Akkus, Diego DB Carvalho, Stijn CH van den Oord, Arend FL Schinkel, Wiro J Niessen, Nico de Jong, Antonius FW van der Steen, Stefan Klein, Johan G Bosch, None, Fully automated carotid plaque segmentation in combined contrast-enhanced and B-mode ultrasound Ultrasound in Medicine and Biology. ,vol. 41, pp. 517- 531 ,(2015) , 10.1016/J.ULTRASMEDBIO.2014.10.004
Jie Wu, Pavani Davuluri, Kevin R. Ward, Charles Cockrell, Rosalyn Hobson, Kayvan Najarian, Fracture detection in traumatic pelvic CT images International Journal of Biomedical Imaging. ,vol. 2012, pp. 1- 10 ,(2012) , 10.1155/2012/327198
C. Chen, W. Xie, J. Franke, P.A. Grutzner, L.-P. Nolte, G. Zheng, Automatic X-ray landmark detection and shape segmentation via data-driven joint estimation of image displacements. Medical Image Analysis. ,vol. 18, pp. 487- 499 ,(2014) , 10.1016/J.MEDIA.2014.01.002