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ORCIDChristos Davatzikos
- > Home > Persons > Christos Davatzikos
Publications
- 2015
[j88]Vasileios G. Kanas, Evangelia I. Zacharaki
, Christos Davatzikos, Kyriakos N. Sgarbas, Vasileios Megalooikonomou:
A low cost approach for brain tumor segmentation based on intensity modeling and 3D Random Walker. Biomed. Signal Process. Control. 22: 19-30 (2015)- 2014
- [j79]Güray Erus, Evangelia I. Zacharaki, Christos Davatzikos:
Individualized statistical learning from medical image databases: Application to identification of brain lesions. Medical Image Anal. 18(3): 542-554 (2014) - 2012
- [c111]Vasileios G. Kanas, Evangelia I. Zacharaki, Evangelos Dermatas, Anastasios Bezerianos, Kyriakos N. Sgarbas, Christos Davatzikos:
Combining Outlier Detection with Random Walker for Automatic Brain Tumor Segmentation. AIAI (2) 2012: 26-35 - [c110]Evangelia I. Zacharaki, Güray Erus, Anastasios Bezerianos, Christos Davatzikos:
Fuzzy Multi-channel Clustering with Individualized Spatial Priors for Segmenting Brain Lesions and Infarcts. AIAI (2) 2012: 76-85 - [c107]Samuel Kadoury, Güray Erus, Evangelia I. Zacharaki, Nikos Paragios, Christos Davatzikos:
Manifold-constrained embeddings for the detection of white matter lesions in brain MRI. ISBI 2012: 562-565 - 2011
- [j65]Evangelia I. Zacharaki, Vasileios G. Kanas, Christos Davatzikos:
Investigating machine learning techniques for MRI-based classification of brain neoplasms. Int. J. Comput. Assist. Radiol. Surg. 6(6): 821-828 (2011) - [c97]Christos Davatzikos, Evangelia I. Zacharaki, Ali Gooya, Vanessa Clark:
Multi-parametric analysis and registration of brain tumors: Constructing statistical atlases and diagnostic tools of predictive value. EMBC 2011: 6979-6981 - 2010
- [c83]Güray Erus, Evangelia I. Zacharaki, R. Nick Bryan, Christos Davatzikos:
Learning high-dimensional image statistics for abnormality detection on medical images. CVPR Workshops 2010: 139-145 - 2009
- [j50]Evangelia I. Zacharaki, Cosmina Hogea, Dinggang Shen, George Biros, Christos Davatzikos:
Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth. NeuroImage 46(3): 762-774 (2009) - [j49]Evangelia I. Zacharaki, Cosmina Hogea, Dinggang Shen, George Biros, Christos Davatzikos:
Corrigendum to "Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth" [NeuroImage 46 (2009) 762-774]. NeuroImage 47(2): 779 (2009) - [c70]Evangelia I. Zacharaki, Sumei Wang, Sanjeev Chawla, Dong Soo Yoo, Ronald L. Wolf, Elias R. Melhem, Christos Davatzikos:
MRI-Based Classification of Brain Tumor Type and Grade Using SVM-RFE. ISBI 2009: 1035-1038 - 2008
- [j43]Evangelia I. Zacharaki, Cosmina Hogea, George Biros, Christos Davatzikos:
A Comparative Study of Biomechanical Simulators in Deformable Registration of Brain Tumor Images. IEEE Trans. Biomed. Eng. 55(3): 1233-1236 (2008) - [j42]Evangelia I. Zacharaki, Dinggang Shen, Seung-Koo Lee, Christos Davatzikos:
ORBIT: A Multiresolution Framework for Deformable Registration of Brain Tumor Images. IEEE Trans. Medical Imaging 27(8): 1003-1017 (2008) - [c64]Kayhan N. Batmanghelich, Xiaoying Wu, Evangelia I. Zacharaki, Clyde E. Markowitz, Christos Davatzikos, Ragini Verma:
Multiparametric tissue abnormality characterization using manifold regularization. Computer-Aided Diagnosis 2008: 691516 - [c63]Evangelia I. Zacharaki, Stathis Kanterakis, R. Nick Bryan, Christos Davatzikos:
Measuring Brain Lesion Progression with a Supervised Tissue Classification System. MICCAI (1) 2008: 620-627 - [c58]Evangelia I. Zacharaki, Cosmina S. Hogea, Dinggang Shen, George Biros, Christos Davatzikos:
Parallel optimization of tumor model parameters for fast registration of brain tumor images. Image Processing 2008: 69140K - 2006
- [j35]Ashraf Mohamed, Evangelia I. Zacharaki, Dinggang Shen, Christos Davatzikos:
Deformable registration of brain tumor images via a statistical model of tumor-induced deformation. Medical Image Anal. 10(5): 752-763 (2006) - [c42]Evangelia I. Zacharaki, Dinggang Shen, Ashraf Mohamed, Christos Davatzikos:
Registration of brain images with tumors: towards the construction of statistical atlases for therapy planning. ISBI 2006: 197-200
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