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Semantic ScholarChristos Davatzikos
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- affiliation: University of Pennsylvania, Philadelphia, USA
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2020 – today
- 2020
[j98]Linmin Pei
, Spyridon Bakas, Arastoo Vossough, Syed M. S. Reza, Christos Davatzikos, Khan M. Iftekharuddin:
Longitudinal brain tumor segmentation prediction in MRI using feature and label fusion. Biomed. Signal Process. Control. 55 (2020)- [j97]Raymond Pomponio, Güray Erus, Mohamad Habes, Jimit Doshi, Dhivya Srinivasan, Elizabeth Mamourian, Vishnu Bashyam, Ilya M. Nasrallah, Theodore D. Satterthwaite, Yong Fan, Lenore J. Launer, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Christos Davatzikos:
Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan. NeuroImage 208: 116450 (2020)
2010 – 2019
- 2019
- [j96]Saima Rathore, Hamed Akbari, Spyridon Bakas, Jared Pisapia, Gaurav Shukla, Jeffrey D. Rudie, Xiao Da, Ramana V. Davuluri, Nadia Dahmane, Donald M. O'Rourke, Christos Davatzikos:
Multivariate Analysis of Preoperative Magnetic Resonance Imaging Reveals Transcriptomic Classification of de novo Glioblastoma Patients. Frontiers Comput. Neurosci. 13: 81 (2019) - [j95]Julia A. Schnabel, Christos Davatzikos, Gabor Fichtinger, Alejandro F. Frangi, Carlos Alberola-López:
Special issue on MICCAI 2018. Medical Image Anal. 58 (2019) - [j94]Christos Davatzikos:
Machine learning in neuroimaging: Progress and challenges. NeuroImage 197: 652-656 (2019) - [j93]Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros:
CLAIRE: A Distributed-Memory Solver for Constrained Large Deformation Diffeomorphic Image Registration. SIAM J. Scientific Computing 41(5): C548-C584 (2019) - [c152]Siddhesh P. Thakur, Jimit Doshi, Sarthak Pati, Sung Min Ha, Chiharu Sako, Sanjay Talbar, Uday Kulkarni, Christos Davatzikos, Güray Erus, Spyridon Bakas:
Skull-Stripping of Glioblastoma MRI Scans Using 3D Deep Learning. BrainLes@MICCAI (1) 2019: 57-68 - [c151]Sarthak Pati, Ashish Singh, Saima Rathore, Aimilia Gastounioti, Mark Bergman, Phuc Ngo, Sung Min Ha, Dimitrios Bounias, James Minock, Grayson Murphy, Hongming Li, Amit Bhattarai, Adam Wolf, Patmaa Sridaran, Ratheesh Kalarot, Hamed Akbari, Aristeidis Sotiras, Siddhesh P. Thakur, Ragini Verma, Russell T. Shinohara, Paul A. Yushkevich, Yong Fan, Despina Kontos, Christos Davatzikos, Spyridon Bakas:
The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview. BrainLes@MICCAI (2) 2019: 380-394 - [c150]Saima Rathore, Hamed Akbari, Spyridon Bakas, Jared Pisapia, Xiao Da, Donald M. O'Rourke, Christos Davatzikos:
Non-invasive transcriptomic classification of de novo Glioblastoma patients through multivariate quantitative analysis of baseline preoperative multimodal magnetic resonance imaging. Medical Imaging: Computer-Aided Diagnosis 2019: 1095043 - [c149]Ishaan Batta, Nicolas Honnorat, Christos Davatzikos:
Regularized topological data analysis for extraction of coherent brain regions. Medical Imaging: Image Processing 2019: 109490I - [c148]Dushyant Sahoo, Nicolas Honnorat, Christos Davatzikos:
Sparse low-dimensional causal modeling for the analysis of brain function. Medical Imaging: Image Processing 2019: 109492R - [i5]Dushyant Sahoo, Danielle S. Bassett, Christos Davatzikos:
Extraction of hierarchical functional connectivity components in human brain using resting-state fMRI. CoRR abs/1906.08365 (2019) - [i4]Jimit Doshi, Güray Erus, Mohamad Habes, Christos Davatzikos:
DeepMRSeg: A convolutional deep neural network for anatomy and abnormality segmentation on MR images. CoRR abs/1907.02110 (2019) - 2018
- [j92]Güray Erus, Jimit Doshi, Yang An, Dimitris Verganelakis, Susan M. Resnick, Christos Davatzikos:
Longitudinally and inter-site consistent multi-atlas based parcellation of brain anatomy using harmonized atlases. NeuroImage 166: 71-78 (2018) - [j91]Adon F. G. Rosen, David R. Roalf, Kosha Ruparel, Jason Blake, Kevin Seelaus, Lakshmi P. Villa, Rastko Ciric, Philip A. Cook, Christos Davatzikos, Mark A. Elliott, Angel Garcia de La Garza, Efstathios D. Gennatas, Megan Quarmley, J. Eric Schmitt, Russell T. Shinohara, M. Dylan Tisdall, R. Cameron Craddock, Raquel E. Gur, Theodore D. Satterthwaite:
Quantitative assessment of structural image quality. NeuroImage 169: 407-418 (2018) - [j90]Deepthi P. Varikuti, Sarah Genon, Aristeidis Sotiras, Holger Schwender, Felix Hoffstaedter, Kaustubh R. Patil, Christiane Jockwitz, Svenja Caspers, Susanne Moebus, Katrin Amunts, Christos Davatzikos, Simon B. Eickhoff:
Evaluation of non-negative matrix factorization of grey matter in age prediction. NeuroImage 173: 394-410 (2018) - [j89]Erdem Varol, Aristeidis Sotiras, Christos Davatzikos:
MIDAS: Regionally linear multivariate discriminative statistical mapping. NeuroImage 174: 111-126 (2018) - [c147]Dushyant Sahoo, Nicolas Honnorat, Christos Davatzikos:
GPU accelerated extraction of sparse Granger causality patterns. ISBI 2018: 604-607 - [c146]Ke Zeng, Aristeidis Sotiras, Christos Davatzikos:
Statistically-constrained robust diffeomorphic registration. ISBI 2018: 1083-1087 - [c145]Erdem Varol, Aristeidis Sotiras, Christos Davatzikos:
Regionally discriminative multivariate statistical mapping. ISBI 2018: 1560-1563 - [c144]Nariman Jahani, Eric Cohen, Meng-Kang Hsieh, Susan P. Weinstein, Lauren Pantalone, Christos Davatzikos, Despina Kontos:
Deformable image registration as a tool to improve survival prediction after neoadjuvant chemotherapy for breast cancer: results from the ACRIN 6657/I-SPY-1 trial. Medical Imaging: Computer-Aided Diagnosis 2018: 105752S - [c143]Saima Rathore, Spyridon Bakas, Hamed Akbari, Gaurav Shukla, Martin Rozycki, Christos Davatzikos:
Deriving stable multi-parametric MRI radiomic signatures in the presence of inter-scanner variations: survival prediction of glioblastoma via imaging pattern analysis and machine learning techniques. Medical Imaging: Computer-Aided Diagnosis 2018: 1057509 - [c142]Xu Han, Spyridon Bakas, Roland Kwitt, Stephen R. Aylward, Hamed Akbari, Michel Bilello, Christos Davatzikos, Marc Niethammer:
Patient-Specific Registration of Pre-operative and Post-recurrence Brain Tumor MRI Scans. BrainLes@MICCAI (1) 2018: 105-114 - [c141]Samar S. M. Elsheikh, Spyridon Bakas, Nicola J. Mulder, Emile R. Chimusa, Christos Davatzikos, Alessandro Crimi:
Multi-stage Association Analysis of Glioblastoma Gene Expressions with Texture and Spatial Patterns. BrainLes@MICCAI (1) 2018: 239-250 - [c140]Erdem Varol, Aristeidis Sotiras, Ke Zeng, Christos Davatzikos:
Generative Discriminative Models for Multivariate Inference and Statistical Mapping in Medical Imaging. MICCAI (3) 2018: 540-548 - [c139]Saima Rathore, Hamed Akbari, Jimit Doshi, Gaurav Shukla, Martin Rozycki, Michel Bilello, Robert Lustig, Christos Davatzikos:
Technical note: a radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma. Medical Imaging: Image-Guided Procedures 2018: 105760O - [c138]Nicolas Honnorat, Christos Davatzikos:
High resolution robust and smooth precision matrices to capture functional connectivity. Medical Imaging: Image Processing 2018: 105742B - [c137]Nicolas Honnorat, Christos Davatzikos:
Extrapolated nonnegative decompositions for the analysis of functional connectivity. Medical Imaging: Image Processing 2018: 1057410 - [e4]Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I. Lecture Notes in Computer Science 11070, Springer 2018, ISBN 978-3-030-00927-4 [contents] - [e3]Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II. Lecture Notes in Computer Science 11071, Springer 2018, ISBN 978-3-030-00933-5 [contents] - [e2]Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part III. Lecture Notes in Computer Science 11072, Springer 2018, ISBN 978-3-030-00930-4 [contents] - [e1]Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part IV. Lecture Notes in Computer Science 11073, Springer 2018, ISBN 978-3-030-00936-6 [contents] - [i3]Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros:
PDE-constrained optimization in medical image analysis. CoRR abs/1803.00058 (2018) - [i2]Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros:
CLAIRE: A distributed-memory solver for constrained large deformation diffeomorphic image registration. CoRR abs/1808.04487 (2018) - 2017
- [j88]Erdem Varol, Aristeidis Sotiras, Christos Davatzikos:
HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework. NeuroImage 145: 346-364 (2017) - [j87]Rastko Ciric, Daniel H. Wolf, Jonathan D. Power, David R. Roalf, Graham L. Baum, Kosha Ruparel, Russell T. Shinohara, Mark A. Elliott, Simon B. Eickhoff, Christos Davatzikos, Ruben C. Gur, Raquel E. Gur, Danielle S. Bassett, Theodore D. Satterthwaite:
Benchmarking of participant-level confound regression strategies for the control of motion artifact in studies of functional connectivity. NeuroImage 154: 174-187 (2017) - [j86]Saima Rathore, Mohamad Habes, Muhammad Aksam Iftikhar, Amanda Shacklett, Christos Davatzikos:
A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages. NeuroImage 155: 530-548 (2017) - [c136]Yong Fan, Christos Davatzikos:
Pattern recognition of functional brain networks. ICASSP 2017: 6309-6313 - [c135]Nicolas Honnorat, Christos Davatzikos:
Riccati-Regularized Precision Matrices for Neuroimaging. IPMI 2017: 275-286 - [c134]Linmin Pei, Syed M. S. Reza, Wei Li, Christos Davatzikos, Khan M. Iftekharuddin:
Improved brain tumor segmentation by utilizing tumor growth model in longitudinal brain MRI. Medical Imaging: Computer-Aided Diagnosis 2017: 101342L - [c133]Saima Rathore, Spyridon Bakas, Sarthak Pati, Hamed Akbari, Ratheesh Kalarot, Patmaa Sridharan, Martin Rozycki, Mark Bergman, Birkan Tunç, Ragini Verma, Michel Bilello, Christos Davatzikos:
Brain Cancer Imaging Phenomics Toolkit (brain-CaPTk): An Interactive Platform for Quantitative Analysis of Glioblastoma. BrainLes@MICCAI 2017: 133-145 - [c132]Nicolas Honnorat, Drew Parker, Birkan Tunç, Christos Davatzikos, Ragini Verma:
Subject-Specific Structural Parcellations Based on Randomized AB-divergences. MICCAI (1) 2017: 407-415 - [c131]Amir Gholami, Andreas Mang, Klaudius Scheufele, Christos Davatzikos, Miriam Mehl, George Biros:
A framework for scalable biophysics-based image analysis. SC 2017: 19:1-19:13 - [i1]Nicolas Honnorat, Christos Davatzikos:
Sparse Hierachical Extrapolated Parametric Methods for Cortical Data Analysis. CoRR abs/1704.08631 (2017) - 2016
- [j85]Christos Davatzikos:
Computational neuroanatomy using brain deformations: From brain parcellation to multivariate pattern analysis and machine learning. Medical Image Anal. 33: 149-154 (2016) - [j84]Harini Eavani, Meng-Kang Hsieh, Yang An, Güray Erus, Lori Beason-Held, Susan M. Resnick, Christos Davatzikos:
Capturing heterogeneous group differences using mixture-of-experts: Application to a study of aging. NeuroImage 125: 498-514 (2016) - [j83]Jimit Doshi, Güray Erus, Yangming Ou, Susan M. Resnick, Ruben C. Gur, Raquel E. Gur, Theodore D. Satterthwaite, Susan Furth, Christos Davatzikos:
MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection. NeuroImage 127: 186-195 (2016) - [j82]Kristin A. Linn, Bilwaj Gaonkar, Theodore D. Satterthwaite, Jimit Doshi, Christos Davatzikos, Russell T. Shinohara:
Control-group feature normalization for multivariate pattern analysis of structural MRI data using the support vector machine. NeuroImage 132: 157-166 (2016) - [j81]Aoyan Dong, Nicolas Honnorat, Bilwaj Gaonkar, Christos Davatzikos:
CHIMERA: Clustering of Heterogeneous Disease Effects via Distribution Matching of Imaging Patterns. IEEE Trans. Med. Imaging 35(2): 612-621 (2016) - [j80]Ke Zeng, Güray Erus, Aristeidis Sotiras, Russell T. Shinohara, Christos Davatzikos:
Abnormality Detection via Iterative Deformable Registration and Basis-Pursuit Decomposition. IEEE Trans. Med. Imaging 35(8): 1937-1951 (2016) - [c130]Ke Zeng, Spyridon Bakas, Aristeidis Sotiras, Hamed Akbari, Martin Rozycki, Saima Rathore, Sarthak Pati, Christos Davatzikos:
Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework. BrainLes@MICCAI 2016: 184-194 - [c129]Erdem Varol, Aristeidis Sotiras, Christos Davatzikos:
Structured Outlier Detection in Neuroimaging Studies with Minimal Convex Polytopes. MICCAI (1) 2016: 300-307 - 2015
- [j79]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) - [j78]Caroline Petitjean, Maria A. Zuluaga, Wenjia Bai, Jean-Nicolas Dacher, Damien Grosgeorge, Jérôme Caudron, Su Ruan, Ismail Ben Ayed, Manuel Jorge Cardoso, Hsiang-Chou Chen, Daniel Jimenez-Carretero, María J. Ledesma-Carbayo, Christos Davatzikos, Jimit Doshi, Güray Erus, Oskar M. O. Maier, Cyrus M. S. Nambakhsh, Yangming Ou, Sébastien Ourselin, Chun-Wei Peng, Nicholas S. Peters, Terry M. Peters, Martin Rajchl, Daniel Rueckert, Andrés Santos, Wenzhe Shi, Ching-Wei Wang, Haiyan Wang, Jing Yuan:
Right ventricle segmentation from cardiac MRI: A collation study. Medical Image Anal. 19(1): 187-202 (2015) - [j77]Bilwaj Gaonkar, Russell T. Shinohara, Christos Davatzikos:
Interpreting support vector machine models for multivariate group wise analysis in neuroimaging. Medical Image Anal. 24(1): 190-204 (2015) - [j76]Harini Eavani, Theodore D. Satterthwaite, Roman Filipovych, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos:
Identifying Sparse Connectivity Patterns in the brain using resting-state fMRI. NeuroImage 105: 286-299 (2015) - [j75]Nicolas Honnorat, Harini Eavani, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos:
GraSP: Geodesic Graph-based Segmentation with Shape Priors for the functional parcellation of the cortex. NeuroImage 106: 207-221 (2015) - [j74]Aristeidis Sotiras, Susan M. Resnick, Christos Davatzikos:
Finding imaging patterns of structural covariance via Non-Negative Matrix Factorization. NeuroImage 108: 1-16 (2015) - [j73]Thaddeus J. Haight, R. Nick Bryan, Güray Erus, Christos Davatzikos, David R. Jacobs, Mark D'Esposito, Cora E. Lewis, Lenore J. Launer:
Vascular risk factors, cerebrovascular reactivity, and the default-mode brain network. NeuroImage 115: 7-16 (2015) - [j72]Ali Gooya, Christos Davatzikos, Alejandro F. Frangi:
A Bayesian Approach to Sparse Model Selection in Statistical Shape Models. SIAM J. Imaging Sciences 8(2): 858-887 (2015) - [c128]Zhaoxuan Gong, Dazhe Zhao, Chunming Li, Wenjun Tan, Christos Davatzikos:
A Robust Energy Minimization Algorithm for MS-Lesion Segmentation. ISVC (1) 2015: 521-530 - [c127]Ning Yu, Jia Wu, Susan P. Weinstein, Bilwaj Gaonkar, Brad M. Keller, Ahmed Bilal Ashraf, YunQing Jiang, Christos Davatzikos, Emily F. Conant, Despina Kontos:
A superpixel-based framework for automatic tumor segmentation on breast DCE-MRI. Medical Imaging: Computer-Aided Diagnosis 2015: 94140O - [c126]Jia Wu, Yangming Ou, Susan P. Weinstein, Emily F. Conant, Ning Yu, Vahid Hoshmand, Brad M. Keller, Ahmed Bilal Ashraf, Mark Rosen, Angela DeMichele, Christos Davatzikos, Despina Kontos:
Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration. Medical Imaging: Computer-Aided Diagnosis 2015: 94141Z - [c125]Xiangyang Wang, Tianhao Zhang, Tiffany M. Chaim, Marcus V. Zanetti, Christos Davatzikos:
Classification of MRI under the Presence of Disease Heterogeneity using Multi-Task Learning: Application to Bipolar Disorder. MICCAI (1) 2015: 125-132 - [c124]Spyridon Bakas, Ke Zeng, Aristeidis Sotiras, Saima Rathore, Hamed Akbari, Bilwaj Gaonkar, Martin Rozycki, Sarthak Pati, Christos Davatzikos:
GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation. Brainles@MICCAI 2015: 144-155 - [c123]Dongjin Kwon, Ke Zeng, Michel Bilello, Christos Davatzikos:
Estimating Patient Specific Templates for Pre-operative and Follow-Up Brain Tumor Registration. MICCAI (2) 2015: 222-229 - [c122]Erdem Varol, Aristeidis Sotiras, Christos Davatzikos:
Disentangling Disease Heterogeneity with Max-Margin Multiple Hyperplane Classifier. MICCAI (1) 2015: 702-709 - 2014
- [j71]Geert J. S. Litjens, Robert Toth, Wendy J. M. van de Ven, Caroline Hoeks, Sjoerd Kerkstra, Bram van Ginneken, Graham Vincent, Gwenaël Guillard, Neil Birbeck, Jindang Zhang, Robin Strand, Filip Malmberg, Yangming Ou, Christos Davatzikos, Matthias Kirschner, Florian Jung, Jing Yuan, Wu Qiu, Qinquan Gao, Philip J. Edwards, Bianca Maan, Ferdinand van der Heijden, Soumya Ghose, Jhimli Mitra, Jason Dowling, Dean C. Barratt, Henkjan J. Huisman, Anant Madabhushi:
Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge. Medical Image Anal. 18(2): 359-373 (2014) - [j70]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) - [j69]Theodore D. Satterthwaite, Mark A. Elliott, Kosha Ruparel, James Loughead, Karthik Prabhakaran, Monica E. Calkins, Ryan Hopson, Chad Jackson, Jack Keefe, Marisa Riley, Frank D. Mentch, Patrick Sleiman, Ragini Verma, Christos Davatzikos, Hakon Hakonarson, Ruben C. Gur, Raquel E. Gur:
Neuroimaging of the Philadelphia Neurodevelopmental Cohort. NeuroImage 86: 544-553 (2014) - [j68]F. R. Lin, Luigi Ferrucci, Yang An, Joshua Oon Soo Goh, Jimit Doshi, E. J. Metter, Christos Davatzikos, Michael A. Kraut, Susan M. Resnick:
Association of hearing impairment with brain volume changes in older adults. NeuroImage 90: 84-92 (2014) - [j67]Dongjin Kwon, Marc Niethammer, Hamed Akbari, Michel Bilello, Christos Davatzikos, Kilian M. Pohl:
PORTR: Pre-Operative and Post-Recurrence Brain Tumor Registration. IEEE Trans. Med. Imaging 33(3): 651-667 (2014) - [j66]Yangming Ou, Hamed Akbari, Michel Bilello, Xiao Da, Christos Davatzikos:
Comparative Evaluation of Registration Algorithms in Different Brain Databases With Varying Difficulty: Results and Insights. IEEE Trans. Med. Imaging 33(10): 2039-2065 (2014) - [c121]Harini Eavani, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos:
Discriminative Sparse Connectivity Patterns for Classification of fMRI Data. MICCAI (3) 2014: 193-200 - [c120]Erdem Varol, Christos Davatzikos:
Supervised Block Sparse Dictionary Learning for Simultaneous Clustering and Classification in Computational Anatomy. MICCAI (2) 2014: 446-453 - [c119]Dongjin Kwon, Russell T. Shinohara, Hamed Akbari, Christos Davatzikos:
Combining Generative Models for Multifocal Glioma Segmentation and Registration. MICCAI (1) 2014: 763-770 - [c118]Ke Zeng, Güray Erus, Manoj Tanwar, Christos Davatzikos:
Brain abnormality segmentation based on l1-norm minimization. Medical Imaging: Image Processing 2014: 903409 - 2013
- [j65]Bilwaj Gaonkar, Christos Davatzikos:
Analytic estimation of statistical significance maps for support vector machine based multi-variate image analysis and classification. NeuroImage 78: 270-283 (2013) - [j64]Tianhao Zhang, Christos Davatzikos:
Optimally-Discriminative Voxel-Based Morphometry significantly increases the ability to detect group differences in schizophrenia, mild cognitive impairment, and Alzheimer's disease. NeuroImage 79: 94-110 (2013) - [j63]Theodore D. Satterthwaite, Daniel H. Wolf, Kosha Ruparel, Güray Erus, Mark A. Elliott, Simon B. Eickhoff, Efstathios D. Gennatas, Chad Jackson, Karthik Prabhakaran, Alex R. Smith, Hakon Hakonarson, Ragini Verma, Christos Davatzikos, Raquel E. Gur, Ruben C. Gur:
Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth. NeuroImage 83: 45-57 (2013) - [j62]Aristeidis Sotiras, Christos Davatzikos, Nikos Paragios:
Deformable Medical Image Registration: A Survey. IEEE Trans. Med. Imaging 32(7): 1153-1190 (2013) - [c117]Harini Eavani, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos:
Unsupervised Learning of Functional Network Dynamics in Resting State fMRI. IPMI 2013: 426-437 - [c116]Elena Bernardis, Kilian M. Pohl, Christos Davatzikos:
Extracting Evolving Pathologies via Spectral Clustering. IPMI 2013: 680-691 - [c115]Erdem Varol, Bilwaj Gaonkar, Christos Davatzikos:
Classifying medical images using morphological appearance manifolds. ISBI 2013: 744-747 - [c114]Harini Eavani, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos:
Identifying patterns in temporal variation of functional connectivity using resting state FMRI. ISBI 2013: 1086-1089 - [c113]Ali Gooya, Elaheh Mousavi, Christos Davatzikos, Hongen Liao:
A Bayesian Approach for Construction of Sparse Statistical Shape Models Using Dirichlet Distribution. AE-CAI 2013: 144-152 - [c112]Chaolu Feng, Chunming Li, Dazhe Zhao, Christos Davatzikos, Harold Litt:
Segmentation of the Left Ventricle Using Distance Regularized Two-Layer Level Set Approach. MICCAI (1) 2013: 477-484 - [c111]Bilwaj Gaonkar, Aristeidis Sotiras, Christos Davatzikos:
Deriving Statistical Significance Maps for Support Vector Regression Using Medical Imaging Data. PRNI 2013: 13-16 - [c110]Nicolas Honnorat, Harini Eavani, Theodore D. Satterthwaite, Christos Davatzikos:
A Graph-Based Brain Parcellation Method Extracting Sparse Networks. PRNI 2013: 157-160 - [c109]Tianhao Zhang, Theodore D. Satterthwaite, Christos Davatzikos:
ODVBA-C: Optimally-Discriminative Voxel-Based Analysis of Continuous Variables. PRNI 2013: 161-164 - 2012
- [j61]Madhav Thambisetty, Yang An, Anna Kinsey, Deepthi Koka, Muzamil Saleem, Andreas Gupsilonntert, Michael A. Kraut, Luigi Ferrucci, Christos Davatzikos, Simon Lovestone, Susan M. Resnick:
Plasma clusterin concentration is associated with longitudinal brain atrophy in mild cognitive impairment. NeuroImage 59(1): 212-217 (2012) - [j60]Rong Chen, Susan M. Resnick, Christos Davatzikos, Edward Herskovits:
Dynamic Bayesian network modeling for longitudinal brain morphometry. NeuroImage 59(3): 2330-2338 (2012) - [j59]Nematollah Batmanghelich, Ben Taskar, Christos Davatzikos:
Generative-Discriminative Basis Learning for Medical Imaging. IEEE Trans. Med. Imaging 31(1): 51-69 (2012) - [j58]Roman Filipovych, Susan M. Resnick, Christos Davatzikos:
JointMMCC: Joint Maximum-Margin Classification and Clustering of Imaging Data. IEEE Trans. Med. Imaging 31(5): 1124-1140 (2012) - [j57]Ali Gooya, Kilian M. Pohl, Michel Bilello, Luigi Cirillo, George Biros, Elias R. Melhem, Christos Davatzikos:
GLISTR: Glioma Image Segmentation and Registration. IEEE Trans. Med. Imaging 31(10): 1941-1954 (2012) - [c108]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 - [c107]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 - [c106]Youssef Rouchdy, Christos Davatzikos, Ragini Verma:
Connectivity-based analysis: Application to white matter maturation in mouse brain. ISBI 2012: 54-57 - [c105]Erdem Varol, Bilwaj Gaonkar, Güray Erus, Robert Schultz, Christos Davatzikos:
Feature ranking based nested support vector machine ensemble for medical image classification. ISBI 2012: 146-149 - [c104]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 - [c103]Dongjin Kwon, Il Dong Yun, Kilian M. Pohl, Christos Davatzikos, Sang Uk Lee:
Nonrigid volume registration using second-order MRF model. ISBI 2012: 708-711 - [c102]Samuel Kadoury, Güray Erus, Christos Davatzikos:
Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI. MLMI 2012: 94-102 - [c101]Dong Hye Ye, Jihun Hamm, Dongjin Kwon, Christos Davatzikos, Kilian M. Pohl:
Regional Manifold Learning for Deformable Registration of Brain MR Images. MICCAI (3) 2012: 131-138 - [c100]Bilwaj Gaonkar, Christos Davatzikos:
Deriving Statistical Significance Maps for SVM Based Image Classification and Group Comparisons. MICCAI (1) 2012: 723-730 - [c99]Weiwei Zhang, Christos Davatzikos:
Registration of unseen images based on the generative manifold modeling of variations of appearance and anatomical shape in brain population. MMBIA 2012: 113-118 - [c98]Tianhao Zhang, Theodore D. Satterthwaite, Mark A. Elliott, Ruben C. Gur, Raquel E. Gur, Christos Davatzikos:
Multivariate fMRI Analysis Using Optimally-discriminative Voxel-based Analysis. PRNI 2012: 33-36 - [c97]