Davatzikos, Christos

19 publications

ICLR 2025 Adaptive Shrinkage Estimation for Personalized Deep Kernel Regression in Modeling Brain Trajectories Vasiliki Tassopoulou, Haochang Shou, Christos Davatzikos

NeurIPS 2025 Predicting Functional Brain Connectivity with Context-Aware Deep Neural Networks Alexander Ratzan, Sidharth Goel, Junhao Wen, Christos Davatzikos, Erdem Varol

NeurIPS 2025 Uncertainty-Calibrated Prediction of Randomly-Timed Biomarker Trajectories with Conformal Bands Vasiliki Tassopoulou, Charis Stamouli, Haochang Shou, George J. Pappas, Christos Davatzikos

NeurIPSW 2023 Investigating Causality Between Genotype and Clinical Phenotype in Neurological Disorders Using Structural Causal Model and Normalizing Flow Fanyang Yu, Rongguang Wang, Pratik Chaudhari, Christos Davatzikos

ICLR 2022 Surreal-GAN:Semi-Supervised Representation Learning via GAN for Uncovering Heterogeneous Disease-Related Imaging Patterns Zhijian Yang, Junhao Wen, Christos Davatzikos

NeurIPS 2021 Learning Robust Hierarchical Patterns of Human Brain Across Many fMRI Studies Dushyant Sahoo, Christos Davatzikos

CVPRW 2010 An EM Algorithm for Brain Tumor Image Registration: A Tumor Growth Modeling Based Approach Ali Gooya, George Biros, Christos Davatzikos

CVPRW 2010 Application of Trace-Norm and Low-Rank Matrix Decomposition for Computational Anatomy Nematollah Batmanghelich, Ali Gooya, Stathis Kanterakis, Ben Taskar, Christos Davatzikos

CVPRW 2010 Groupwise Morphometric Analysis Based on High Dimensional Clustering Dong Hye Ye, Kilian M. Pohl, Harold Litt, Christos Davatzikos

CVPRW 2010 Learning High-Dimensional Image Statistics for Abnormality Detection on Medical Images Güray Erus, Evangelia I. Zacharaki, R. Nick Bryan, Christos Davatzikos

CVPRW 2009 Groupwise Morphometric Analysis Based on Morphological Appearance Manifold Naixiang Lian, Christos Davatzikos

CVPRW 2009 Non-Rigid Registration Between Histological and MR Images of the Prostate: A Joint Segmentation and Registration Framework Yangming Ou, Dinggang Shen, Michael D. Feldman, John Tomaszewski, Christos Davatzikos

CVPR 2007 Manifold Learning Techniques in Image Analysis of High-Dimensional Diffusion Tensor Magnetic Resonance Images Parmeshwar Khurd, Sajjad Baloch, Ruben C. Gur, Christos Davatzikos, Ragini Verma

CVPRW 2006 A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis Using an Equivalence Class Formulation Sokratis Makrogiannis, Ragini Verma, Bilge Karaçali, Christos Davatzikos

CVPRW 2006 Detecting Cognitive States from fMRI Images by Machine Learning and Multivariate Classification Yong Fan, Dinggang Shen, Christos Davatzikos

CVPRW 2006 On Characterizing and Analyzing Diffusion Tensor Images by Learning Their Underlying Manifold Structure Parmeshwar Khurd, Ragini Verma, Christos Davatzikos

CVPRW 2006 Statistically-Constrained High-Dimensional Warping Using Wavelet-Based Priors Zhong Xue, Dinggang Shen, Christos Davatzikos

CVPR 1996 Convexity Analysis of Active Contour Problems Christos Davatzikos, Jerry L. Prince

CVPR 1993 Adaptive Active Contour Algorithms for Extracting and Mapping Thick Curves Christos Davatzikos, Jerry L. Prince