Automated segmentation of atherosclerotic histology based on pattern classification

Journal of Pathology Informatics - Tập 4 - Trang 3 - 2013
Arna van Engelen1, Wiro J. Niessen1,2, Stefan Klein1, Harald C. Groen3,4,5, Kim van Gaalen3, Hence J. Verhagen6, Jolanda J. Wentzel3, Aad van der Lugt4, Marleen de Bruijne1,7
1Biomedical Imaging Group Rotterdam, Department of Medical Informatics and Radiology, Delft University of Technology, Delft, Netherlands
2Department of Imaging Science and Technology, Faculty of Applied Sciences, Delft University of Technology, Delft, Netherlands
3Department of Biomedical Engineering, Delft University of Technology, Delft, Netherlands
4Department of Radiology, Delft University of Technology, Delft, Netherlands
5Department of Nuclear Medicine, Delft University of Technology, Delft, Netherlands
6Department of Vascular Surgery, Erasmus Medical Centre, Rotterdam, Netherlands
7Computer Science, University of Copenhagen, Denmark

Tài liệu tham khảo

Seeger, 1995, The relationship between carotid plaque composition, plaque morphology, and neurologic symptoms, J Surg Res, 58, 330, 10.1006/jsre.1995.1051 Akyildiz, 2011, Effects of intima stiffness and plaque morphology on peak cap stress, Biomed Eng Online, 10, 25, 10.1186/1475-925X-10-25 Clarke, 2003, Quantitative assessment of carotid plaque composition using multicontrast MRI and registered histology, Magn Reson Med, 50, 1199, 10.1002/mrm.10618 van Engelen, 2012, Multi-feature-based plaque characterization in ex vivo MRI trained by registration to 3D histology, Phys Med Biol, 57, 241, 10.1088/0031-9155/57/1/241 Liu, 2006, Automated in vivo segmentation of carotid plaque MRI with morphology-enhanced probability maps, Magn Reson Med, 55, 659, 10.1002/mrm.20814 Gurcan, 2009, Histopathological image analysis: A review, IEEE Rev Biomed Eng, 2, 147, 10.1109/RBME.2009.2034865 van Engelen, 2012, Supervised in-vivo plaque characterization incorporating class label uncertainty Weickert, 1995, Multiscale texture enhancement, Vol. 970, 230 Groen, 2010, Three-dimensional registration of histology of human atherosclerotic carotid plaques to in-vivo imaging, J Biomech, 43, 2087, 10.1016/j.jbiomech.2010.04.005 Lovett, 2004, Reproducibility of histological assessment of carotid plaque: Implications for studies of carotid imaging, Cerebrovasc Dis, 18, 117, 10.1159/000079259