Christos Davatzikos

352 papers A* 7A 8B 12Misc 2Journal 172Unranked 147

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Adapting Vision-Language Models for 3D CT/MRI Understanding on PMBB via Slice Selection and Explanation Analysis. ICCVW Hongzhuo Chen, Rahul Shukla, Ruiming Wu, Shu Yang, Duy Duong-Tran, Duy Minh Ho Nguyen, Mathias Niepert, Cameron Beeche, James C. Gee, Jeffrey T. Duda, Rakesh Sharma, Christos Davatzikos, Walter R. Witschey, Bojian Hou, Li Shen
2025	J	`jnl`	Adaptive Shrinkage Estimation For Personalized Deep Kernel Regression In Modeling Brain Trajectories. CoRR Vasiliki Tassopoulou, Haochang Shou, Christos Davatzikos
2025	A*	`conf`	Adaptive Shrinkage Estimation for Personalized Deep Kernel Regression in Modeling Brain Trajectories. ICLR Vasiliki Tassopoulou, Haochang Shou, Christos Davatzikos
2025	—	`conf`	Characterizing Amyloid Pathogenic Spread in Alzheimer's Disease Through A Network Diffusion Model. BCB Frederick H. Xu, Duy Duong-Tran, Heng Huang, Andrew J. Saykin, Paul M. Thompson, Christos Davatzikos, Yize Zhao, Li Shen
2025	J	`jnl`	Comparative assessment of fairness definitions and bias mitigation strategies in machine learning-based diagnosis of Alzheimer's disease from MR images. CoRR Maria Eleftheria Vlontzou, Maria Athanasiou, Christos Davatzikos, Konstantina S. Nikita
2025	J	`jnl`	High-dimensional mediation analysis reveals the mediating role of physical activity patterns in genetic pathways leading to AD-like brain atrophy. BioData Min. Hanxiang Xu, Shizhuo Mu, Jingxuan Bao, Christos Davatzikos, Haochang Shou, Li Shen
2025	—	`conf`	Multi-Modal Deep Clustering Survival Machines for Alzheimer's Disease Subtype Discovery. ICCVW Zixuan Wen, Bojian Hou, Weiqing He, Shu Yang, Jason H. Moore, Andrew J. Saykin, Heng Huang, Paul M. Thompson, Marylyn D. Ritchie, Christos Davatzikos, Li Shen
2025	J	`jnl`	Multimodal Fusion of Regional Brain Experts for Interpretable Alzheimer's Disease Diagnosis. CoRR Farica Zhuang, Dinara Aliyeva, Shu Yang, Zixuan Wen, Duy Duong-Tran, Christos Davatzikos, Tianlong Chen, Song Wang, Li Shen
2025	J	`jnl`	Pitfalls of defacing whole-head MRI: re-identification risk with diffusion models and compromised research potential. Comput. Biol. Medicine Chenyu Gao, Kaiwen Xu, Michael E. Kim, Lianrui Zuo, Zhiyuan Li, Derek B. Archer, Timothy J. Hohman, Ann Zenobia Moore, Luigi Ferrucci, Lori L. Beason-Held, Susan M. Resnick, Christos Davatzikos, Jerry L. Prince, Bennett A. Landman
2025	J	`jnl`	Pitfalls of defacing whole-head MRI: re-identification risk with diffusion models and compromised research potential. CoRR Chenyu Gao, Kaiwen Xu, Michael E. Kim, Lianrui Zuo, Zhiyuan Li, Derek B. Archer, Timothy J. Hohman, Ann Zenobia Moore, Luigi Ferrucci, Lori L. Beason-Held, Susan M. Resnick, Christos Davatzikos, Jerry L. Prince, Bennett A. Landman
2025	J	`jnl`	Uncertainty-Calibrated Prediction of Randomly-Timed Biomarker Trajectories with Conformal Bands. CoRR Vasiliki Tassopoulou, Charis J. Stamouli, Haochang Shou, George J. Pappas, Christos Davatzikos
2024	J	`jnl`	A comprehensive interpretable machine learning framework for Mild Cognitive Impairment and Alzheimer's disease diagnosis. CoRR Maria Eleftheria Vlontzou, Maria Athanasiou, Kalliopi Dalakleidi, Ioanna Skampardoni, Christos Davatzikos, Konstantina S. Nikita
2024	J	`jnl`	Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge. CoRR Dominic LaBella, Ujjwal Baid, Omaditya Khanna, Shan McBurney-Lin, Ryan McLean, Pierre Nedelec, Arif Rashid, Nourel Hoda Tahon, Talissa Altes, Radhika Bhalerao, Yaseen Dhemesh, Devon Godfrey, Fathi Hilal, Scott Floyd, Anastasia Janas, Anahita Fathi Kazerooni, John Kirkpatrick, Collin Kent, Florian Kofler, Kevin Leu, Nazanin Maleki, Bjoern H. Menze, Maxence Pajot, Zachary J. Reitman, Jeffrey D. Rudie, Rachit Saluja, Yury Velichko, Chunhao Wang, Pranav Warman, Maruf Adewole, Jake Albrecht, Udunna Anazodo, Syed Muhammad Anwar, Timothy Bergquist, Sully F. Chen, Verena Chung, Gian Marco Conte, Farouk Dako, James A. Eddy, Ivan Ezhov, Nastaran Khalili, Juan Eugenio Iglesias, Zhifan Jiang, Elaine Johanson, Koen Van Leemput, Hongwei Bran Li, Marius George Linguraru, Xinyang Liu, Aria Mahtabfar, Zeke Meier, Ahmed W. Moawad, John Mongan, Marie Piraud, Russell Takeshi Shinohara, Walter F. Wiggins, Aly H. Abayazeed, Rachel Akinola, András Jakab, Michel Bilello, Maria Correia de Verdier, Priscila Crivellaro, Christos Davatzikos, Keyvan Farahani, John B. Freymann, Christopher Hess, Raymond Y. Huang, Philipp Lohmann, Mana Moassefi, Matthew W. Pease, Philipp Vollmuth, Nico Sollmann, David Diffley, Khanak K. Nandolia, Daniel I. Warren, Ali Hussain, Pascal Fehringer, Yulia Bronstein, Lisa Deptula, Evan G. Stein, Mahsa Taherzadeh, Eduardo Portela de Oliveira, Aoife Haughey, Marinos Kontzialis, Luca Saba, Benjamin Turner, Melanie M. T. Brüßeler, Shehbaz Ansari, Athanasios Gkampenis, David Maximilian Weiss, Aya Mansour, Islam H. Shawali, Nikolay Yordanov, Joel M. Stein, Roula Hourani, Mohammed Yahya Moshebah, Ahmed Magdy Abouelatta, Tanvir Rizvi, Klara Willms, Dann C. Martin, Abdullah Okar
2024	J	`jnl`	BraTS-PEDs: Results of the Multi-Consortium International Pediatric Brain Tumor Segmentation Challenge 2023. CoRR Anahita Fathi Kazerooni, Nastaran Khalili, Xinyang Liu, Debanjan Haldar, Zhifan Jiang, Anna Zapaishchykova, Julija Pavaine, Lubdha M. Shah, Blaise V. Jones, Nakul Sheth, Sanjay P. Prabhu, Aaron S. McAllister, Wenxin Tu, Khanak K. Nandolia, Andres Felipe Rodriguez, Ibraheem Salman Shaikh, Mariana Sanchez-Montano, Hollie Anne Lai, Maruf Adewole, Jake Albrecht, Udunna Anazodo, Hannah Anderson, Syed Muhammed Anwar, Alejandro Aristizabal, Sina Bagheri, Ujjwal Baid, Timothy Bergquist, Austin J. Borja, Evan Calabrese, Verena Chung, Gian Marco Conte, James A. Eddy, Ivan Ezhov, Ariana M. Familiar, Keyvan Farahani, Deep Gandhi, Anurag Gottipati, Shuvanjan Haldar, Juan Eugenio Iglesias, Anastasia Janas, Elaine Elaine, Alexandros Karargyris, Hasan Kassem, Neda Khalili, Florian Kofler, Dominic LaBella, Koen Van Leemput, Hongwei Li, Nazanin Maleki, Zeke Meier, Bjoern H. Menze, Ahmed W. Moawad, Sarthak Pati, Marie Piraud, Tina Poussaint, Zachary J. Reitman, Jeffrey D. Rudie, Rachit Saluja, Micah J. Sheller, Russell Takeshi Shinohara, Karthik Viswanathan, Chunhao Wang, Benedikt Wiestler, Walter F. Wiggins, Christos Davatzikos, Phillip B. Storm, Miriam Bornhorst, Roger J. Packer, Trent Hummel, Peter de Blank, Lindsey Hoffman, Mariam Aboian, Ali Nabavizadeh, Jeffrey B. Ware, Benjamin H. Kann, Brian Rood, Adam C. Resnick, Spyridon Bakas, Arastoo Vossough, Marius George Linguraru
2024	J	`jnl`	Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease. CoRR Chenyu Gao, Michael E. Kim, Karthik Ramadass, Praitayini Kanakaraj, Aravind R. Krishnan, Adam M. Saunders, Nancy R. Newlin, Ho Hin Lee, Qi Yang, Warren D. Taylor, Brian D. Boyd, Lori L. Beason-Held, Susan M. Resnick, Lisa L. Barnes, David A. Bennett, Katherine D. Van Schaik, Derek B. Archer, Timothy J. Hohman, Angela L. Jefferson, Ivana Isgum, Daniel Moyer, Yuankai Huo, Kurt G. Schilling, Lianrui Zuo, Shunxing Bao, Nazirah Mohd Khairi, Zhiyuan Li, Christos Davatzikos, Bennett A. Landman
2024	J	`jnl`	Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning. CoRR Junhao Wen, Mathilde Antoniades, Zhijian Yang, Gyujoon Hwang, Ioanna Skampardoni, Rongguang Wang, Christos Davatzikos
2024	J	`jnl`	Interpretable deep clustering survival machines for Alzheimer's disease subtype discovery. Medical Image Anal. Bojian Hou, Zixuan Wen, Jingxuan Bao, Richard Zhang, Boning Tong, Shu Yang, Junhao Wen, Yuhan Cui, Jason H. Moore, Andrew J. Saykin, Heng Huang, Paul M. Thompson, Marylyn D. Ritchie, Christos Davatzikos, Li Shen
2024	—	`conf`	Multiscale Estimation of Morphometricity for Revealing Neuroanatomical Basis of Cognitive Traits. ISBI Zixuan Wen, Jingxuan Bao, Shu Yang, Junhao Wen, Qipeng Zhan, Yuhan Cui, Güray Erus, Zhijian Yang, Paul M. Thompson, Yize Zhao, Christos Davatzikos, Li Shen
2024	—	`conf`	Mutually-Constrained Cross-Sectional and Longitudinal Non-Negative Matrix Factorization: Application to Modeling Brain Aging Trajectories. ISBI Ioanna Skampardoni, Junhao Wen, Güray Erus, Haochang Shou, Konstantina S. Nikita, Christos Davatzikos
2023	J	`jnl`	Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience. CoRR Rongguang Wang, Güray Erus, Pratik Chaudhari, Christos Davatzikos
2023	J	`jnl`	Applications of generative adversarial networks in neuroimaging and clinical neuroscience. NeuroImage Rongguang Wang, Vishnu Bashyam, Zhijian Yang, Fanyang Yu, Vasiliki Tassopoulou, Sai Spandana Chintapalli, Ioanna Skampardoni, Lasya P. Sreepada, Dushyant Sahoo, Konstantina S. Nikita, Ahmed Abdulkadir, Junhao Wen, Christos Davatzikos
2023	J	`jnl`	Associations of baseline and longitudinal change in cerebellum volume with age-related changes in verbal learning and memory. NeuroImage C'iana P. Cooper, Andrea T. Shafer, Nicole M. Armstrong, Yang An, Güray Erus, Christos Davatzikos, Luigi Ferrucci, Peter R. Rapp, Susan M. Resnick
2023	J	`jnl`	Brain-wide genome-wide colocalization study for integrating genetics, transcriptomics and brain morphometry in Alzheimer's disease. NeuroImage Jingxuan Bao, Junhao Wen, Zixuan Wen, Shu Yang, Yuhan Cui, Zhijian Yang, Güray Erus, Andrew J. Saykin, Qi Long, Christos Davatzikos, Li Shen
2023	J	`jnl`	Computing personalized brain functional networks from fMRI using self-supervised deep learning. Medical Image Anal. Hongming Li, Dhivya Srinivasan, Chuanjun Zhuo, Zaixu Cui, Raquel E. Gur, Ruben C. Gur, Desmond J. Oathes, Christos Davatzikos, Theodore D. Satterthwaite, Yong Fan
2023	J	`jnl`	Ensemble Inversion for Brain Tumor Growth Models With Mass Effect. IEEE Trans. Medical Imaging Shashank Subramanian, Ali Ghafouri, Klaudius Matthias Scheufele, Naveen Himthani, Christos Davatzikos, George Biros
2023	J	`jnl`	Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering. CoRR Zhijian Yang, Junhao Wen, Ahmed Abdulkadir, Yuhan Cui, Güray Erus, Elizabeth Mamourian, Randa Melhem, Dhivya Srinivasan, Sindhuja T. Govindarajan, Jiong Chen, Mohamad Habes, Colin L. Masters, Paul Maruff, Jurgen Fripp, Luigi Ferrucci, Marilyn S. Albert, Sterling C. Johnson, John C. Morris, Pamela LaMontagne, Daniel S. Marcus, Tammie L. S. Benzinger, David A. Wolk, Li Shen, Jingxuan Bao, Susan M. Resnick, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos
2023	—	`conf`	Identifying Shared Neuroanatomic Architecture Between Cognitive Traits Through Multiscale Morphometric Correlation Analysis. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI Zixuan Wen, Jingxuan Bao, Shu Yang, Shannon L. Risacher, Andrew J. Saykin, Paul M. Thompson, Christos Davatzikos, Heng Huang, Yize Zhao, Li Shen
2023	J	`jnl`	Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization. NeuroImage Fengling Hu, Andrew A. Chen, Hannah Horng, Vishnu Bashyam, Christos Davatzikos, Aaron Alexander-Bloch, Mingyao Li, Haochang Shou, Theodore D. Satterthwaite, Meichen Yu, Russell T. Shinohara
2023	J	`jnl`	Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study. NeuroImage Zhen Zhou, Hongming Li, Dhivya Srinivasan, Ahmed Abdulkadir, Ilya M. Nasrallah, Junhao Wen, Jimit Doshi, Güray Erus, Elizabeth Mamourian, R. Nick Bryan, David A. Wolk, Lori L. Beason-Held, Susan M. Resnick, Theodore D. Satterthwaite, Christos Davatzikos, Haochang Shou, Yong Fan
2023	B	`conf`	Shape analysis of amygdala atrophy using SPHARM-OT. Image Processing Zexuan Wang, Jiong Chen, Wenxi Yang, Sumita Garai, Frederick H. Xu, Junhao Wen, Christos Davatzikos, Li Shen
2023	J	`jnl`	The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn). CoRR Hongwei Bran Li, Gian Marco Conte, Syed Muhammad Anwar, Florian Kofler, Koen Van Leemput, Marie Piraud, Ivan Ezhov, Felix Meissen, Maruf Adewole, Anastasia Janas, Anahita Fathi Kazerooni, Dominic LaBella, Ahmed W. Moawad, Keyvan Farahani, James A. Eddy, Timothy Bergquist, Verena Chung, Russell Takeshi Shinohara, Farouk Dako, Walter I. Wiggins, Zachary Reitman, Chunhao Wang, Xinyang Liu, Zhifan Jiang, Ariana Familiar, Elaine Johanson, Zeke Meier, Christos Davatzikos, John B. Freymann, Justin S. Kirby, Michel Bilello, Hassan M. Fathallah-Shaykh, Roland Wiest, Jan Kirschke, Rivka R. Colen, Aikaterini Kotrotsou, Pamela LaMontagne, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Marc-André Weber, Abhishek Mahajan, Suyash Mohan, John Mongan, Christopher Hess, Soonmee Cha, Javier E. Villanueva-Meyer, Errol Colak, Priscila Crivellaro, András Jakab, Jake Albrecht, Udunna Anazodo, Mariam Aboian, Thomas Yu, Ujjwal Baid, Spyridon Bakas, Marius George Linguraru, Bjoern H. Menze, Juan Eugenio Iglesias, Benedikt Wiestler
2023	J	`jnl`	The Brain Tumor Segmentation (BraTS) Challenge 2023: Local Synthesis of Healthy Brain Tissue via Inpainting. CoRR Florian Kofler, Felix Meissen, Felix Steinbauer, Robert Graf, Eva Oswald, Ezequiel de la Rosa, Hongwei Bran Li, Ujjwal Baid, Florian A. Hölzl, Özgün Turgut, Izabela Horvath, Diana Waldmannstetter, Christina Bukas, Maruf Adewole, Syed Muhammad Anwar, Anastasia Janas, Anahita Fathi Kazerooni, Dominic LaBella, Ahmed W. Moawad, Keyvan Farahani, James A. Eddy, Timothy Bergquist, Verena Chung, Russell Takeshi Shinohara, Farouk Dako, Walter I. Wiggins, Zachary Reitman, Chunhao Wang, Xinyang Liu, Zhifan Jiang, Ariana Familiar, Gian Marco Conte, Elaine Johanson, Zeke Meier, Christos Davatzikos, John B. Freymann, Justin S. Kirby, Michel Bilello, Hassan M. Fathallah-Shaykh, Roland Wiest, Jan Kirschke, Rivka R. Colen, Aikaterini Kotrotsou, Pamela LaMontagne, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Marc-André Weber, Abhishek Mahajan, Suyash Mohan, John Mongan, Christopher Hess, Soonmee Cha, Javier E. Villanueva-Meyer, Errol Colak, Priscila Crivellaro, András Jakab, Jake Albrecht, Udunna Anazodo, Mariam Aboian, Juan Eugenio Iglesias, Koen Van Leemput, Spyridon Bakas, Daniel Rueckert, Benedikt Wiestler, Ivan Ezhov, Marie Piraud, Bjoern H. Menze
2022	J	`jnl`	Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience. CoRR Rongguang Wang, Vishnu Bashyam, Zhijian Yang, Fanyang Yu, Vasiliki Tassopoulou, Lasya P. Sreepada, Sai Spandana Chintapalli, Dushyant Sahoo, Ioanna Skampardoni, Konstantina S. Nikita, Ahmed Abdulkadir, Junhao Wen, Christos Davatzikos
2022	—	`conf`	Automated segmentation of pediatric brain tumors based on multi-parametric MRI and deep learning. Computer-Aided Diagnosis Rachel Madhogarhia, Anahita Fathi Kazerooni, Sherjeel Arif, Jeffrey B. Ware, Ariana M. Familiar, Lorenna Vidal, Sina Bagheri, Hannah Anderson, Debanjan Haldar, Sophie Yagoda, Erin Graves, Michael Spadola, Rachel Yan, Nadia Dahmane, Chiharu Sako, Arastoo Vossough, Phillip B. Storm, Adam C. Resnick, Christos Davatzikos, Ali Nabavizadeh
2022	—	`conf`	Deep Kernel Learning with Temporal Gaussian Processes for Clinical Variable Prediction in Alzheimer's Disease. ML4H@NeurIPS Vasiliki Tassopoulou, Fanyang Yu, Christos Davatzikos
2022	J	`jnl`	Deep Learning Based Detection of Enlarged Perivascular Spaces on Brain MRI. CoRR Tanweer Rashid, Hangfan Liu, Jeffrey B. Ware, Karl Li, Jose Rafael Romero, Elyas Fadaee, Ilya M. Nasrallah, Saima Hilal, R. Nick Bryan, Timothy M. Hughes, Christos Davatzikos, Lenore J. Launer, Sudha Seshadri, Susan R. Heckbert, Mohamad Habes
2022	J	`jnl`	Embracing the disharmony in medical imaging: A Simple and effective framework for domain adaptation. Medical Image Anal. Rongguang Wang, Pratik Chaudhari, Christos Davatzikos
2022	J	`jnl`	Federated Learning Enables Big Data for Rare Cancer Boundary Detection. CoRR Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah J. Sheller, Hans Shih-Han Wang, G. Anthony Reina, Patrick Foley, Alexey Gruzdev, Deepthi Karkada, Christos Davatzikos, Chiharu Sako, Satyam Ghodasara, Michel Bilello, Suyash Mohan, Philipp Vollmuth, Gianluca Brugnara, Chandrakanth J. Preetha, Felix Sahm, Klaus H. Maier-Hein, Maximilian Zenk, Martin Bendszus, Wolfgang Wick, Evan Calabrese, Jeffrey D. Rudie, Javier E. Villanueva-Meyer, Soonmee Cha, Madhura Ingalhalikar, Manali Jadhav, Umang Pandey, Jitender Saini, John Garrett, Matthew E. Larson, Robert Jeraj, Stuart Currie, Russell Frood, Kavi Fatania, Raymond Y. Huang, Ken Chang, Carmen Balaña Quintero, Jaume Capellades, Josep Puig, Johannes Trenkler, Josef Pichler, Georg Necker, Andreas Haunschmidt, Stephan Meckel, Gaurav Shukla, Spencer Liem, Gregory S. Alexander, et al.
2022	—	`conf`	Harmonization of multi-site functional connectivity measures in tangent space improves brain age prediction. Biomedical Applications in Molecular, Structural, and Functional Imaging Zhen Zhou, Dhivya Srinivasan, Hongming Li, Ahmed Abdulkadir, Haochang Shou, Christos Davatzikos, Yong Fan
2022	J	`jnl`	Harmonizing functional connectivity reduces scanner effects in community detection. NeuroImage Andrew A. Chen, Dhivya Srinivasan, Raymond Pomponio, Yong Fan, Ilya M. Nasrallah, Susan M. Resnick, Lori L. Beason-Held, Christos Davatzikos, Theodore D. Satterthwaite, Dani S. Bassett, Russell T. Shinohara, Haochang Shou
2022	J	`jnl`	Machine Learning Models Are Not Necessarily Biased When Constructed Properly: Evidence from Neuroimaging Studies. CoRR Rongguang Wang, Pratik Chaudhari, Christos Davatzikos
2022	J	`jnl`	Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes. Medical Image Anal. Junhao Wen, Erdem Varol, Aristeidis Sotiras, Zhijian Yang, Ganesh B. Chand, Güray Erus, Haochang Shou, Ahmed Abdulkadir, Gyujoon Hwang, Dominic B. Dwyer, Alessandro Pigoni, Paola Dazzan, René S. Kahn, Hugo G. Schnack, Marcus V. Zanetti, Eva M. Meisenzahl, Geraldo Filho Bussato, Benedicto Crespo-Facorro, Rafael Romero-Garcia, Christos Pantelis, Stephen J. Wood, Chuanjun Zhuo, Russell T. Shinohara, Yong Fan, Ruben C. Gur, Raquel E. Gur, Theodore D. Satterthwaite, Nikolaos Koutsouleris, Daniel H. Wolf, Christos Davatzikos
2022	—	`conf`	Preference Matrix Guided Sparse Canonical Correlation Analysis for Genetic Study of Quantitative Traits in Alzheimer's Disease. BIBM Jiahang Sha, Jingxuan Bao, Kefei Liu, Shu Yang, Zixuan Wen, Yuhan Cui, Junhao Wen, Christos Davatzikos, Jason H. Moore, Andrew J. Saykin, Qi Long, Li Shen
2022	J	`jnl`	Robust Hierarchical Patterns for identifying MDD patients: A Multisite Study. CoRR Dushyant Sahoo, Mathilde Antoniades, Cynthia H. Y. Fu, Christos Davatzikos
2022	J	`jnl`	Subtyping brain diseases from imaging data. CoRR Junhao Wen, Erdem Varol, Zhijian Yang, Gyujoon Hwang, Dominique Dwyer, Anahita Fathi Kazerooni, Paris Alexandros Lalousis, Christos Davatzikos
2022	A*	`conf`	Surreal-GAN: Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns. ICLR Zhijian Yang, Junhao Wen, Christos Davatzikos
2022	J	`jnl`	Surreal-GAN: Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns. CoRR Zhijian Yang, Junhao Wen, Christos Davatzikos
2021	J	`jnl`	A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises. Proc. IEEE S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos, James S. Duncan, Bram van Ginneken, Anant Madabhushi, Jerry L. Prince, Daniel Rueckert, Ronald M. Summers
2021	J	`jnl`	Disentangling Alzheimer's disease neurodegeneration from typical brain aging using machine learning. CoRR Gyujoon Hwang, Ahmed Abdulkadir, Güray Erus, Mohamad Habes, Raymond Pomponio, Haochang Shou, Jimit Doshi, Elizabeth Mamourian, Tanweer Rashid, Murat Bilgel, Yong Fan, Aristeidis Sotiras, Dhivya Srinivasan, John C. Morris, Daniel S. Marcus, Marilyn S. Albert, R. Nick Bryan, Susan M. Resnick, Ilya M. Nasrallah, Christos Davatzikos, David A. Wolk
2021	J	`jnl`	Disentangling brain heterogeneity via semi-supervised deep-learning and MRI: dimensional representations of Alzheimer's Disease. CoRR Zhijian Yang, Ilya M. Nasrallah, Haochang Shou, Junhao Wen, Jimit Doshi, Mohamad Habes, Güray Erus, Ahmed Abdulkadir, Susan M. Resnick, David A. Wolk, Christos Davatzikos
2021	J	`jnl`	Embracing the Disharmony in Heterogeneous Medical Data. CoRR Rongguang Wang, Pratik Chaudhari, Christos Davatzikos
2021	J	`jnl`	Ensemble inversion for brain tumor growth models with mass effect. CoRR Shashank Subramanian, Klaudius Scheufele, Naveen Himthani, Christos Davatzikos, George Biros
2021	J	`jnl`	Extraction of Hierarchical Functional Connectivity Components in human brain using Adversarial Learning. CoRR Dushyant Sahoo, Christos Davatzikos
2021	J	`jnl`	GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging. CoRR Sarthak Pati, Siddhesh P. Thakur, Megh Bhalerao, Ujjwal Baid, Caleb M. Grenko, Brandon Edwards, Micah J. Sheller, Jose Agraz, Bhakti Baheti, Vishnu Bashyam, Parth Sharma, Babak Haghighi, Aimilia Gastounioti, Mark Bergman, Bjoern H. Menze, Despina Kontos, Christos Davatzikos, Spyridon Bakas
2021	—	`conf`	Harmonization with Flow-Based Causal Inference. MICCAI (3) Rongguang Wang, Pratik Chaudhari, Christos Davatzikos
2021	J	`jnl`	Harmonization with Flow-based Causal Inference. CoRR Rongguang Wang, Pratik Chaudhari, Christos Davatzikos
2021	J	`jnl`	Hierarchical Extraction of Functional Connectivity Components in Human Brain Using Resting-State fMRI. IEEE Trans. Medical Imaging Dushyant Sahoo, Theodore D. Satterthwaite, Christos Davatzikos
2021	A*	`conf`	Learning Robust Hierarchical Patterns of Human Brain across Many fMRI Studies. NeurIPS Dushyant Sahoo, Christos Davatzikos
2021	J	`jnl`	Learning Robust Hierarchical Patterns of Human Brain across Many fMRI Studies. CoRR Dushyant Sahoo, Christos Davatzikos
2021	J	`jnl`	Multidimensional representations in late-life depression: convergence in neuroimaging, cognition, clinical symptomatology and genetics. CoRR Junhao Wen, Cynthia H. Y. Fu, Duygu Tosun, Yogasudha Veturi, Zhijian Yang, Ahmed Abdulkadir, Elizabeth Mamourian, Dhivya Srinivasan, Jingxuan Bao, Güray Erus, Haochang Shou, Mohamad Habes, Jimit Doshi, Erdem Varol, Scott R. Mackin, Aristeidis Sotiras, Yong Fan, Andrew J. Saykin, Yvette I. Sheline, Li Shen, Marylyn D. Ritchie, David A. Wolk, Marilyn S. Albert, Susan M. Resnick, Christos Davatzikos
2021	J	`jnl`	QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results. CoRR Raghav Mehta, Angelos Filos, Ujjwal Baid, Chiharu Sako, Richard McKinley, Michael Rebsamen, Katrin Dätwyler, Raphael Meier, Piotr Radojewski, Gowtham Krishnan Murugesan, Sahil S. Nalawade, Chandan Ganesh, Benjamin C. Wagner, Fang F. Yu, Baowei Fei, Ananth J. Madhuranthakam, Joseph A. Maldjian, Laura Alexandra Daza, Catalina Gómez Caballero, Pablo Arbeláez, Chengliang Dai, Shuo Wang, Hadrien Raynaud, Yuanhan Mo, Elsa D. Angelini, Yike Guo, Wenjia Bai, Subhashis Banerjee, Linmin Pei, Murat Ak, Sarahi Rosas-González, Ilyess Zemmoura, Clovis Tauber, Minh H. Vu, Tufve Nyholm, Tommy Löfstedt, Laura Mora Ballestar, Verónica Vilaplana, Hugh McHugh, Gonzalo D. Maso Talou, Alan Wang, Jay B. Patel, Ken Chang, Katharina Hoebel, Mishka Gidwani, Nishanth Thumbavanam Arun, Sharut Gupta, Mehak Aggarwal, Praveer Singh, Elizabeth R. Gerstner, Jayashree Kalpathy-Cramer, Nicolas Boutry, Alexis Huard, Lasitha Vidyaratne, Md Monibor Rahman, Khan M. Iftekharuddin, Joseph Chazalon, Élodie Puybareau, Guillaume Tochon, Jun Ma, Mariano Cabezas, Xavier Lladó, Arnau Oliver, Liliana Valencia, Sergi Valverde, Mehdi Amian, Mohammadreza Soltaninejad, Andriy Myronenko, Ali Hatamizadeh, Xue Feng, Quan Dou, Nicholas J. Tustison, Craig H. Meyer, Nisarg A. Shah, Sanjay N. Talbar, Marc-André Weber, Abhishek Mahajan, András Jakab, Roland Wiest, Hassan M. Fathallah-Shaykh, Arash Nazeri, Mikhail Milchenko, Daniel S. Marcus, Aikaterini Kotrotsou, Rivka Colen, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Bjoern H. Menze, Spyridon Bakas, Yarin Gal, Tal Arbel
2021	J	`jnl`	The Brain Tumor Sequence Registration Challenge: Establishing Correspondence between Pre-Operative and Follow-up MRI scans of diffuse glioma patients. CoRR Bhakti Baheti, Diana Waldmannstetter, Satrajit Chakrabarty, Hamed Akbari, Michel Bilello, Benedikt Wiestler, Julian Schwarting, Evan Calabrese, Jeffrey D. Rudie, Syed Amaan Abidi, Mina Mousa, Javier E. Villanueva-Meyer, Daniel S. Marcus, Christos Davatzikos, Aristeidis Sotiras, Bjoern H. Menze, Spyridon Bakas
2021	J	`jnl`	The Federated Tumor Segmentation (FeTS) Challenge. CoRR Sarthak Pati, Ujjwal Baid, Maximilian Zenk, Brandon Edwards, Micah J. Sheller, G. Anthony Reina, Patrick Foley, Alexey Gruzdev, Jason Martin, Shadi Albarqouni, Yong Chen, Russell Taki Shinohara, Annika Reinke, David Zimmerer, John B. Freymann, Justin S. Kirby, Christos Davatzikos, Rivka R. Colen, Aikaterini Kotrotsou, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Hassan M. Fathallah-Shaykh, Roland Wiest, András Jakab, Marc-André Weber, Abhishek Mahajan, Lena Maier-Hein, Jens Kleesiek, Bjoern H. Menze, Klaus H. Maier-Hein, Spyridon Bakas
2021	J	`jnl`	The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification. CoRR Ujjwal Baid, Satyam Ghodasara, Michel Bilello, Suyash Mohan, Evan Calabrese, Errol Colak, Keyvan Farahani, Jayashree Kalpathy-Cramer, Felipe C. Kitamura, Sarthak Pati, Luciano M. Prevedello, Jeffrey D. Rudie, Chiharu Sako, Russell T. Shinohara, Timothy Bergquist, Rong Chai, James A. Eddy, Julia Elliott, Walter Reade, Thomas Schaffter, Thomas Yu, Jiaxin Zheng, BraTS Annotators, Christos Davatzikos, John Mongan, Christopher Hess, Soonmee Cha, Javier E. Villanueva-Meyer, John B. Freymann, Justin S. Kirby, Benedikt Wiestler, Priscila Crivellaro, Rivka R. Colen, Aikaterini Kotrotsou, Daniel S. Marcus, Mikhail Milchenko, Arash Nazeri, Hassan M. Fathallah-Shaykh, Roland Wiest, András Jakab, Marc-André Weber, Abhishek Mahajan, Bjoern H. Menze, Adam E. Flanders, Spyridon Bakas
2020	—	`conf`	A Deep Network for Joint Registration and Reconstruction of Images with Pathologies. MLMI@MICCAI Xu Han, Zhengyang Shen, Zhenlin Xu, Spyridon Bakas, Hamed Akbari, Michel Bilello, Christos Davatzikos, Marc Niethammer
2020	J	`jnl`	A Deep Network for Joint Registration and Reconstruction of Images with Pathologies. CoRR Xu Han, Zhengyang Shen, Zhenlin Xu, Spyridon Bakas, Hamed Akbari, Michel Bilello, Christos Davatzikos, Marc Niethammer
2020	J	`jnl`	A comparison of Freesurfer and multi-atlas MUSE for brain anatomy segmentation: Findings about size and age bias, and inter-scanner stability in multi-site aging studies. NeuroImage Dhivya Srinivasan, Güray Erus, Jimit Doshi, David A. Wolk, Haochang Shou, Mohamad Habes, Christos Davatzikos
2020	J	`jnl`	A review of deep learning in medical imaging: Image traits, technology trends, case studies with progress highlights, and future promises. CoRR S. Kevin Zhou, Hayit Greenspan, Christos Davatzikos, James S. Duncan, Bram van Ginneken, Anant Madabhushi, Jerry L. Prince, Daniel Rueckert, Ronald M. Summers
2020	J	`jnl`	Associations between cognitive and brain volume changes in cognitively normal older adults. NeuroImage Nicole M. Armstrong, Yang An, John J. Shin, Owen A. Williams, Jimit Doshi, Güray Erus, Christos Davatzikos, Luigi Ferrucci, Lori L. Beason-Held, Susan M. Resnick
2020	—	`conf`	Computational Diagnostics of GBM Tumors in the Era of Radiomics and Radiogenomics. BrainLes@MICCAI (1) Anahita Fathi Kazerooni, Christos Davatzikos
2020	—	`conf`	Estimating Glioblastoma Biophysical Growth Parameters Using Deep Learning Regression. BrainLes@MICCAI (1) Sarthak Pati, Vaibhav Sharma, Heena Aslam, Siddhesh P. Thakur, Hamed Akbari, Andreas Mang, Shashank Subramanian, George Biros, Christos Davatzikos, Spyridon Bakas
2020	J	`jnl`	Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan. NeuroImage 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
2020	—	`conf`	Integrative radiomic analysis for pre-surgical prognostic stratification of glioblastoma patients: from advanced to basic MRI protocols. Image-Guided Procedures Spyridon Bakas, Gaurav Shukla, Hamed Akbari, Güray Erus, Aristeidis Sotiras, Saima Rathore, Chiharu Sako, Sung Min Ha, Martin Rozycki, Ashish Singh, Russell T. Shinohara, Michel Bilello, Christos Davatzikos
2020	J	`jnl`	Lasting consequences of concussion on the aging brain: Findings from the Baltimore Longitudinal Study of Aging. NeuroImage Danielle June, Owen A. Williams, Chiung-Wei Huang, Yang An, Bennett A. Landman, Christos Davatzikos, Murat Bilgel, Susan M. Resnick, Lori L. Beason-Held
2020	J	`jnl`	Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data. NeuroImage Joanne C. Beer, Nicholas J. Tustison, Philip A. Cook, Christos Davatzikos, Yvette I. Sheline, Russell T. Shinohara, Kristin A. Linn
2020	J	`jnl`	Longitudinal brain tumor segmentation prediction in MRI using feature and label fusion. Biomed. Signal Process. Control. Linmin Pei, Spyridon Bakas, Arastoo Vossough, Syed M. S. Reza, Christos Davatzikos, Khan M. Iftekharuddin
2020	—	`conf`	MAGIC: Multi-scale Heterogeneity Analysis and Clustering for Brain Diseases. MICCAI (7) Junhao Wen, Erdem Varol, Ganesh B. Chand, Aristeidis Sotiras, Christos Davatzikos
2020	J	`jnl`	MAGIC: Multi-scale Heterogeneity Analysis and Clustering for Brain Diseases. CoRR Junhao Wen, Erdem Varol, Ganesh B. Chand, Aristeidis Sotiras, Christos Davatzikos
2020	J	`jnl`	Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging. CoRR Vishnu M. Bashyam, Jimit Doshi, Güray Erus, Dhivya Srinivasan, Ahmed Abdulkadir, Mohamad Habes, Yong Fan, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Theodore D. Satterthwaite, Daniel H. Wolf, Raquel E. Gur, Ruben C. Gur, John C. Morris, Marilyn S. Albert, Hans Jörgen Grabe, Susan M. Resnick, R. Nick Bryan, David A. Wolk, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos
2020	—	`conf`	O-Net: An Overall Convolutional Network for Segmentation Tasks. MLMI@MICCAI Omid Haji Maghsoudi, Aimilia Gastounioti, Lauren Pantalone, Christos Davatzikos, Spyridon Bakas, Despina Kontos
2020	J	`jnl`	Smile-GANs: Semi-supervised clustering via GANs for dissecting brain disease heterogeneity from medical images. CoRR Zhijian Yang, Junhao Wen, Christos Davatzikos
2019	J	`jnl`	CLAIRE: A Distributed-Memory Solver for Constrained Large Deformation Diffeomorphic Image Registration. SIAM J. Sci. Comput. Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros
2019	J	`jnl`	DeepMRSeg: A convolutional deep neural network for anatomy and abnormality segmentation on MR images. CoRR Jimit Doshi, Güray Erus, Mohamad Habes, Christos Davatzikos
2019	J	`jnl`	Extraction of hierarchical functional connectivity components in human brain using resting-state fMRI. CoRR Dushyant Sahoo, Danielle S. Bassett, Christos Davatzikos
2019	J	`jnl`	IJCARS-MICCAI 2018 special issue. Int. J. Comput. Assist. Radiol. Surg. Gabor Fichtinger, Julia A. Schnabel, Christos Davatzikos, Alejandro F. Frangi, Carlos Alberola-López
2019	J	`jnl`	Machine learning in neuroimaging: Progress and challenges. NeuroImage Christos Davatzikos
2019	J	`jnl`	Multivariate Analysis of Preoperative Magnetic Resonance Imaging Reveals Transcriptomic Classification of de novo Glioblastoma Patients. Frontiers Comput. Neurosci. 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
2019	—	`conf`	Non-invasive transcriptomic classification of de novo Glioblastoma patients through multivariate quantitative analysis of baseline preoperative multimodal magnetic resonance imaging. Computer-Aided Diagnosis Saima Rathore, Hamed Akbari, Spyridon Bakas, Jared Pisapia, Xiao Da, Donald M. O'Rourke, Christos Davatzikos
2019	J	`jnl`	Open Source Software Sustainability Models: Initial White Paper from the Information Technology for Cancer Research Sustainability and Industry Partnership Work Group. CoRR Y. Ye, Richard D. Boyce, M. K. Davis, Keith O. Elliston, Christos Davatzikos, Andrey Fedorov, Jean-Christophe Fillion-Robin, Ian T. Foster, John R. Gilbertson, Mervi Heiskanen, Juli D. Klemm, Andras Lasso, James V. Miller, M. Morgan, Steve Pieper, Brigitte Raumann, B. Sarachan, G. Savova, Jonathan C. Silverstein, D. Taylor, J. Zelnis, G. Q. Zhang, Michael J. Becich
2019	B	`conf`	Regularized topological data analysis for extraction of coherent brain regions. Image Processing Ishaan Batta, Nicolas Honnorat, Christos Davatzikos
2019	—	`conf`	Skull-Stripping of Glioblastoma MRI Scans Using 3D Deep Learning. BrainLes@MICCAI (1) Siddhesh P. Thakur, Jimit Doshi, Sarthak Pati, Sung Min Ha, Chiharu Sako, Sanjay N. Talbar, Uday Kulkarni, Christos Davatzikos, Güray Erus, Spyridon Bakas
2019	B	`conf`	Sparse low-dimensional causal modeling for the analysis of brain function. Image Processing Dushyant Sahoo, Nicolas Honnorat, Christos Davatzikos
2019	J	`jnl`	Special issue on MICCAI 2018. Medical Image Anal. Julia A. Schnabel, Christos Davatzikos, Gabor Fichtinger, Alejandro F. Frangi, Carlos Alberola-López
2019	—	`conf`	The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview. BrainLes@MICCAI (2) 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
2018	J	`jnl`	CLAIRE: A distributed-memory solver for constrained large deformation diffeomorphic image registration. CoRR Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros
2018	—	`conf`	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. Computer-Aided Diagnosis Nariman Jahani, Eric A. Cohen, Meng-Kang Hsieh, Susan P. Weinstein, Lauren Pantalone, Christos Davatzikos, Despina Kontos
2018	—	`conf`	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. Computer-Aided Diagnosis Saima Rathore, Spyridon Bakas, Hamed Akbari, Gaurav Shukla, Martin Rozycki, Christos Davatzikos
2018	J	`jnl`	Evaluation of non-negative matrix factorization of grey matter in age prediction. NeuroImage 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
2018	B	`conf`	Extrapolated nonnegative decompositions for the analysis of functional connectivity. Image Processing Nicolas Honnorat, Christos Davatzikos
2018	—	`conf`	GPU accelerated extraction of sparse Granger causality patterns. ISBI Dushyant Sahoo, Nicolas Honnorat, Christos Davatzikos
2018	—	`conf`	Generative Discriminative Models for Multivariate Inference and Statistical Mapping in Medical Imaging. MICCAI (3) Erdem Varol, Aristeidis Sotiras, Ke Zeng, Christos Davatzikos
2018	B	`conf`	High resolution robust and smooth precision matrices to capture functional connectivity. Image Processing Nicolas Honnorat, Christos Davatzikos
2018	J	`jnl`	Longitudinally and inter-site consistent multi-atlas based parcellation of brain anatomy using harmonized atlases. NeuroImage Güray Erus, Jimit Doshi, Yang An, Dimitris Verganelakis, Susan M. Resnick, Christos Davatzikos
2018	J	`jnl`	MIDAS: Regionally linear multivariate discriminative statistical mapping. NeuroImage Erdem Varol, Aristeidis Sotiras, Christos Davatzikos
2018	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part I MICCAI (1) Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger
2018	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part II MICCAI (2) Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger
2018	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part III MICCAI (3) Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger
2018	—	`ed.`	Medical Image Computing and Computer Assisted Intervention - MICCAI 2018 - 21st International Conference, Granada, Spain, September 16-20, 2018, Proceedings, Part IV MICCAI (4) Alejandro F. Frangi, Julia A. Schnabel, Christos Davatzikos, Carlos Alberola-López, Gabor Fichtinger
2018	—	`conf`	Multi-stage Association Analysis of Glioblastoma Gene Expressions with Texture and Spatial Patterns. BrainLes@MICCAI (1) Samar S. M. Elsheikh, Spyridon Bakas, Nicola J. Mulder, Emile R. Chimusa, Christos Davatzikos, Alessandro Crimi
2018	J	`jnl`	PDE-constrained optimization in medical image analysis. CoRR Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros
2018	—	`conf`	Patient-Specific Registration of Pre-operative and Post-recurrence Brain Tumor MRI Scans. BrainLes@MICCAI (1) Xu Han, Spyridon Bakas, Roland Kwitt, Stephen R. Aylward, Hamed Akbari, Michel Bilello, Christos Davatzikos, Marc Niethammer
2018	J	`jnl`	Quantitative assessment of structural image quality. NeuroImage 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
2018	—	`conf`	Regionally discriminative multivariate statistical mapping. ISBI Erdem Varol, Aristeidis Sotiras, Christos Davatzikos
2018	—	`conf`	Statistically-constrained robust diffeomorphic registration. ISBI Ke Zeng, Aristeidis Sotiras, Christos Davatzikos
2018	—	`conf`	Technical note: a radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma. Image-Guided Procedures Saima Rathore, Hamed Akbari, Jimit Doshi, Gaurav Shukla, Martin Rozycki, Michel Bilello, Robert Lustig, Christos Davatzikos
2017	A	`conf`	A framework for scalable biophysics-based image analysis. SC Amir Gholami, Andreas Mang, Klaudius Scheufele, Christos Davatzikos, Miriam Mehl, George Biros
2017	J	`jnl`	A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages. NeuroImage Saima Rathore, Mohamad Habes, Muhammad Aksam Iftikhar, Amanda Shacklett, Christos Davatzikos
2017	J	`jnl`	Benchmarking of participant-level confound regression strategies for the control of motion artifact in studies of functional connectivity. NeuroImage 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
2017	—	`conf`	Brain Cancer Imaging Phenomics Toolkit (brain-CaPTk): An Interactive Platform for Quantitative Analysis of Glioblastoma. BrainLes@MICCAI Saima Rathore, Spyridon Bakas, Sarthak Pati, Hamed Akbari, Ratheesh Kalarot, Patmaa Sridharan, Martin Rozycki, Mark Bergman, Birkan Tunç, Ragini Verma, Michel Bilello, Christos Davatzikos
2017	J	`jnl`	HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework. NeuroImage Erdem Varol, Aristeidis Sotiras, Christos Davatzikos
2017	—	`conf`	Improved brain tumor segmentation by utilizing tumor growth model in longitudinal brain MRI. Computer-Aided Diagnosis Linmin Pei, Syed M. S. Reza, Wei Li, Christos Davatzikos, Khan M. Iftekharuddin
2017	Misc	`conf`	Pattern recognition of functional brain networks. ICASSP Yong Fan, Christos Davatzikos
2017	—	`conf`	Riccati-Regularized Precision Matrices for Neuroimaging. IPMI Nicolas Honnorat, Christos Davatzikos
2017	J	`jnl`	Sparse Hierachical Extrapolated Parametric Methods for Cortical Data Analysis. CoRR Nicolas Honnorat, Christos Davatzikos
2017	—	`conf`	Subject-Specific Structural Parcellations Based on Randomized AB-divergences. MICCAI (1) Nicolas Honnorat, Drew Parker, Birkan Tunç, Christos Davatzikos, Ragini Verma
2016	J	`jnl`	Abnormality Detection via Iterative Deformable Registration and Basis-Pursuit Decomposition. IEEE Trans. Medical Imaging Ke Zeng, Güray Erus, Aristeidis Sotiras, Russell T. Shinohara, Christos Davatzikos
2016	J	`jnl`	CHIMERA: Clustering of Heterogeneous Disease Effects via Distribution Matching of Imaging Patterns. IEEE Trans. Medical Imaging Aoyan Dong, Nicolas Honnorat, Bilwaj Gaonkar, Christos Davatzikos
2016	J	`jnl`	Capturing heterogeneous group differences using mixture-of-experts: Application to a study of aging. NeuroImage Harini Eavani, Meng-Kang Hsieh, Yang An, Güray Erus, Lori L. Beason-Held, Susan M. Resnick, Christos Davatzikos
2016	J	`jnl`	Computational neuroanatomy using brain deformations: From brain parcellation to multivariate pattern analysis and machine learning. Medical Image Anal. Christos Davatzikos
2016	J	`jnl`	Control-group feature normalization for multivariate pattern analysis of structural MRI data using the support vector machine. NeuroImage Kristin A. Linn, Bilwaj Gaonkar, Theodore D. Satterthwaite, Jimit Doshi, Christos Davatzikos, Russell T. Shinohara
2016	J	`jnl`	MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection. NeuroImage Jimit Doshi, Güray Erus, Yangming Ou, Susan M. Resnick, Ruben C. Gur, Raquel E. Gur, Theodore D. Satterthwaite, Susan Furth, Christos Davatzikos
2016	—	`conf`	Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework. BrainLes@MICCAI Ke Zeng, Spyridon Bakas, Aristeidis Sotiras, Hamed Akbari, Martin Rozycki, Saima Rathore, Sarthak Pati, Christos Davatzikos
2016	—	`conf`	Structured Outlier Detection in Neuroimaging Studies with Minimal Convex Polytopes. MICCAI (1) Erdem Varol, Aristeidis Sotiras, Christos Davatzikos
2015	J	`jnl`	A Bayesian Approach to Sparse Model Selection in Statistical Shape Models. SIAM J. Imaging Sci. Ali Gooya, Christos Davatzikos, Alejandro F. Frangi
2015	—	`conf`	A Robust Energy Minimization Algorithm for MS-Lesion Segmentation. ISVC (1) Zhaoxuan Gong, Dazhe Zhao, Chunming Li, Wenjun Tan, Christos Davatzikos
2015	J	`jnl`	A low cost approach for brain tumor segmentation based on intensity modeling and 3D Random Walker. Biomed. Signal Process. Control. Vasileios G. Kanas, Evangelia I. Zacharaki, Christos Davatzikos, Kyriakos N. Sgarbas, Vasileios Megalooikonomou
2015	—	`conf`	A superpixel-based framework for automatic tumor segmentation on breast DCE-MRI. Computer-Aided Diagnosis Ning Yu, Jia Wu, Susan P. Weinstein, Bilwaj Gaonkar, Brad M. Keller, Ahmed Bilal Ashraf, Yunqing Jiang, Christos Davatzikos, Emily F. Conant, Despina Kontos
2015	—	`conf`	Classification of MRI under the Presence of Disease Heterogeneity using Multi-Task Learning: Application to Bipolar Disorder. MICCAI (1) Xiangyang Wang, Tianhao Zhang, Tiffany M. Chaim, Marcus V. Zanetti, Christos Davatzikos
2015	—	`conf`	Disentangling Disease Heterogeneity with Max-Margin Multiple Hyperplane Classifier. MICCAI (1) Erdem Varol, Aristeidis Sotiras, Christos Davatzikos
2015	—	`conf`	Estimating Patient Specific Templates for Pre-operative and Follow-Up Brain Tumor Registration. MICCAI (2) Dongjin Kwon, Ke Zeng, Michel Bilello, Christos Davatzikos
2015	J	`jnl`	Finding imaging patterns of structural covariance via Non-Negative Matrix Factorization. NeuroImage Aristeidis Sotiras, Susan M. Resnick, Christos Davatzikos
2015	—	`conf`	GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation. Brainles@MICCAI Spyridon Bakas, Ke Zeng, Aristeidis Sotiras, Saima Rathore, Hamed Akbari, Bilwaj Gaonkar, Martin Rozycki, Sarthak Pati, Christos Davatzikos
2015	J	`jnl`	GraSP: Geodesic Graph-based Segmentation with Shape Priors for the functional parcellation of the cortex. NeuroImage Nicolas Honnorat, Harini Eavani, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos
2015	J	`jnl`	Identifying Sparse Connectivity Patterns in the brain using resting-state fMRI. NeuroImage Harini Eavani, Theodore D. Satterthwaite, Roman Filipovych, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos
2015	J	`jnl`	Interpreting support vector machine models for multivariate group wise analysis in neuroimaging. Medical Image Anal. Bilwaj Gaonkar, Russell T. Shinohara, Christos Davatzikos
2015	—	`conf`	Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration. Computer-Aided Diagnosis 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
2015	J	`jnl`	Right ventricle segmentation from cardiac MRI: A collation study. Medical Image Anal. 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
2015	J	`jnl`	Vascular risk factors, cerebrovascular reactivity, and the default-mode brain network. NeuroImage Thaddeus J. Haight, R. Nick Bryan, Güray Erus, Christos Davatzikos, David R. Jacobs Jr., Mark D'Esposito, Cora E. Lewis, Lenore J. Launer
2014	J	`jnl`	Association of hearing impairment with brain volume changes in older adults. NeuroImage F. R. Lin, Luigi Ferrucci, Yang An, Joshua Oon Soo Goh, Jimit Doshi, E. J. Metter, Christos Davatzikos, Michael A. Kraut, Susan M. Resnick
2014	B	`conf`	Brain abnormality segmentation based on l1-norm minimization. Image Processing Ke Zeng, Güray Erus, Manoj Tanwar, Christos Davatzikos
2014	—	`conf`	Combining Generative Models for Multifocal Glioma Segmentation and Registration. MICCAI (1) Dongjin Kwon, Russell T. Shinohara, Hamed Akbari, Christos Davatzikos
2014	J	`jnl`	Comparative Evaluation of Registration Algorithms in Different Brain Databases With Varying Difficulty: Results and Insights. IEEE Trans. Medical Imaging Yangming Ou, Hamed Akbari, Michel Bilello, Xiao Da, Christos Davatzikos
2014	—	`conf`	Discriminative Sparse Connectivity Patterns for Classification of fMRI Data. MICCAI (3) Harini Eavani, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos
2014	J	`jnl`	Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge. Medical Image Anal. Geert 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
2014	J	`jnl`	Individualized statistical learning from medical image databases: Application to identification of brain lesions. Medical Image Anal. Güray Erus, Evangelia I. Zacharaki, Christos Davatzikos
2014	J	`jnl`	Neuroimaging of the Philadelphia Neurodevelopmental Cohort. NeuroImage 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
2014	J	`jnl`	PORTR: Pre-Operative and Post-Recurrence Brain Tumor Registration. IEEE Trans. Medical Imaging Dongjin Kwon, Marc Niethammer, Hamed Akbari, Michel Bilello, Christos Davatzikos, Kilian M. Pohl
2014	—	`conf`	Supervised Block Sparse Dictionary Learning for Simultaneous Clustering and Classification in Computational Anatomy. MICCAI (2) Erdem Varol, Christos Davatzikos
2013	—	`conf`	A Bayesian Approach for Construction of Sparse Statistical Shape Models Using Dirichlet Distribution. AE-CAI Ali Gooya, Elaheh Mousavi, Christos Davatzikos, Hongen Liao
2013	—	`conf`	A Graph-Based Brain Parcellation Method Extracting Sparse Networks. PRNI Nicolas Honnorat, Harini Eavani, Theodore D. Satterthwaite, Christos Davatzikos
2013	J	`jnl`	Analytic estimation of statistical significance maps for support vector machine based multi-variate image analysis and classification. NeuroImage Bilwaj Gaonkar, Christos Davatzikos
2013	—	`conf`	Classifying medical images using morphological appearance manifolds. ISBI Erdem Varol, Bilwaj Gaonkar, Christos Davatzikos
2013	J	`jnl`	Deformable Medical Image Registration: A Survey. IEEE Trans. Medical Imaging Aristeidis Sotiras, Christos Davatzikos, Nikos Paragios
2013	—	`conf`	Deriving Statistical Significance Maps for Support Vector Regression Using Medical Imaging Data. PRNI Bilwaj Gaonkar, Aristeidis Sotiras, Christos Davatzikos
2013	—	`conf`	Extracting Evolving Pathologies via Spectral Clustering. IPMI Elena Bernardis, Kilian M. Pohl, Christos Davatzikos
2013	J	`jnl`	Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth. NeuroImage 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
2013	—	`conf`	Identifying patterns in temporal variation of functional connectivity using resting state FMRI. ISBI Harini Eavani, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos
2013	—	`conf`	ODVBA-C: Optimally-Discriminative Voxel-Based Analysis of Continuous Variables. PRNI Tianhao Zhang, Theodore D. Satterthwaite, Christos Davatzikos
2013	J	`jnl`	Optimally-Discriminative Voxel-Based Morphometry significantly increases the ability to detect group differences in schizophrenia, mild cognitive impairment, and Alzheimer's disease. NeuroImage Tianhao Zhang, Christos Davatzikos
2013	—	`conf`	Segmentation of the Left Ventricle Using Distance Regularized Two-Layer Level Set Approach. MICCAI (1) Chaolu Feng, Chunming Li, Dazhe Zhao, Christos Davatzikos, Harold Litt
2013	—	`conf`	Unsupervised Learning of Functional Network Dynamics in Resting State fMRI. IPMI Harini Eavani, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos
2012	—	`conf`	A Composite Multivariate Polygenic and Neuroimaging Score for Prediction of Conversion to Alzheimer's Disease. PRNI Roman Filipovych, Bilwaj Gaonkar, Christos Davatzikos
2012	—	`conf`	Combining Outlier Detection with Random Walker for Automatic Brain Tumor Segmentation. AIAI (2) Vasileios G. Kanas, Evangelia I. Zacharaki, Evangelos Dermatas, Anastasios Bezerianos, Kyriakos N. Sgarbas, Christos Davatzikos
2012	—	`conf`	Connectivity-based analysis: Application to white matter maturation in mouse brain. ISBI Youssef Rouchdy, Christos Davatzikos, Ragini Verma
2012	—	`conf`	Deriving Statistical Significance Maps for SVM Based Image Classification and Group Comparisons. MICCAI (1) Bilwaj Gaonkar, Christos Davatzikos
2012	J	`jnl`	Dynamic Bayesian network modeling for longitudinal brain morphometry. NeuroImage Rong Chen, Susan M. Resnick, Christos Davatzikos, Edward Herskovits
2012	—	`conf`	Feature ranking based nested support vector machine ensemble for medical image classification. ISBI Erdem Varol, Bilwaj Gaonkar, Güray Erus, Robert Schultz, Christos Davatzikos
2012	—	`conf`	Fuzzy Multi-channel Clustering with Individualized Spatial Priors for Segmenting Brain Lesions and Infarcts. AIAI (2) Evangelia I. Zacharaki, Güray Erus, Anastasios Bezerianos, Christos Davatzikos
2012	J	`jnl`	GLISTR: Glioma Image Segmentation and Registration. IEEE Trans. Medical Imaging Ali Gooya, Kilian M. Pohl, Michel Bilello, Luigi Cirillo, George Biros, Elias R. Melhem, Christos Davatzikos
2012	J	`jnl`	Generative-Discriminative Basis Learning for Medical Imaging. IEEE Trans. Medical Imaging Nematollah Batmanghelich, Ben Taskar, Christos Davatzikos
2012	J	`jnl`	JointMMCC: Joint Maximum-Margin Classification and Clustering of Imaging Data. IEEE Trans. Medical Imaging Roman Filipovych, Susan M. Resnick, Christos Davatzikos
2012	—	`conf`	Manifold-constrained embeddings for the detection of white matter lesions in brain MRI. ISBI Samuel Kadoury, Güray Erus, Evangelia I. Zacharaki, Nikos Paragios, Christos Davatzikos
2012	—	`conf`	Multivariate fMRI Analysis Using Optimally-discriminative Voxel-based Analysis. PRNI Tianhao Zhang, Theodore D. Satterthwaite, Mark A. Elliott, Ruben C. Gur, Raquel E. Gur, Christos Davatzikos
2012	—	`conf`	Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI. MLMI Samuel Kadoury, Güray Erus, Christos Davatzikos
2012	—	`conf`	Nonrigid volume registration using second-order MRF model. ISBI Dongjin Kwon, Il Dong Yun, Kilian M. Pohl, Christos Davatzikos, Sang Uk Lee
2012	J	`jnl`	Plasma clusterin concentration is associated with longitudinal brain atrophy in mild cognitive impairment. NeuroImage Madhav Thambisetty, Yang An, Anna Kinsey, Deepthi Koka, Muzamil Saleem, Andreas Gupsilonntert, Michael A. Kraut, Luigi Ferrucci, Christos Davatzikos, Simon Lovestone, Susan M. Resnick
2012	—	`conf`	Regional Manifold Learning for Deformable Registration of Brain MR Images. MICCAI (3) Dong Hye Ye, Jihun Hamm, Dongjin Kwon, Christos Davatzikos, Kilian M. Pohl
2012	—	`conf`	Registration of unseen images based on the generative manifold modeling of variations of appearance and anatomical shape in brain population. MMBIA Weiwei Zhang, Christos Davatzikos
2012	—	`conf`	Sparse Dictionary Learning of Resting State fMRI Networks. PRNI Harini Eavani, Roman Filipovych, Christos Davatzikos, Theodore D. Satterthwaite, Raquel E. Gur, Ruben C. Gur
2012	—	`conf`	Validation of DRAMMS among 12 Popular Methods in Cross-Subject Cardiac MRI Registration. WBIR Yangming Ou, Dong Hye Ye, Kilian M. Pohl, Christos Davatzikos
2011	—	`conf`	Automated segmentation of cortical necrosis using awavelet based abnormality detection system. ISBI Bilwaj Gaonkar, Güray Erus, Kilian M. Pohl, Manoj Tanwar, Stefan Margiewicz, R. Nick Bryan, Christos Davatzikos
2011	J	`jnl`	DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting. Medical Image Anal. Yangming Ou, Aristeidis Sotiras, Nikos Paragios, Christos Davatzikos
2011	J	`jnl`	Deformable Registration of Glioma Images Using EM Algorithm and Diffusion Reaction Modeling. IEEE Trans. Medical Imaging Ali Gooya, George Biros, Christos Davatzikos
2011	—	`conf`	Disease classification and prediction via semi-supervised dimensionality reduction. ISBI Kayhan N. Batmanghelich, Dong Hye Ye, Kilian M. Pohl, Ben Taskar, Christos Davatzikos
2011	J	`jnl`	Functional principal component model for high-dimensional brain imaging. NeuroImage Vadim Zipunnikov, Brian C. Caffo, David M. Yousem, Christos Davatzikos, Brian S. Schwartz, Ciprian M. Crainiceanu
2011	J	`jnl`	Investigating machine learning techniques for MRI-based classification of brain neoplasms. Int. J. Comput. Assist. Radiol. Surg. Evangelia I. Zacharaki, Vasileios G. Kanas, Christos Davatzikos
2011	—	`conf`	Joint Segmentation and Deformable Registration of Brain Scans Guided by a Tumor Growth Model. MICCAI (2) Ali Gooya, Kilian M. Pohl, Michel Bilello, George Biros, Christos Davatzikos
2011	—	`conf`	Morphological Classification: Application to Cardiac MRI of Tetralogy of Fallot. FIMH Dong Hye Ye, Harold Litt, Christos Davatzikos, Kilian M. Pohl
2011	J	`jnl`	Morphological appearance manifolds for group-wise morphometric analysis. Medical Image Anal. Naixiang Lian, Christos Davatzikos
2011	—	`conf`	Multi-Kernel Classification for Integration of Clinical and Imaging Data: Application to Prediction of Cognitive Decline in Older Adults. MLMI Roman Filipovych, Susan M. Resnick, Christos Davatzikos
2011	—	`conf`	Multi-parametric analysis and registration of brain tumors: Constructing statistical atlases and diagnostic tools of predictive value. EMBC Christos Davatzikos, Evangelia I. Zacharaki, Ali Gooya, Vanessa Clark
2011	—	`conf`	Narrow band region-scalable fitting model for image segmentation in the presence of intensity inhomogeneities. ISBI Bei Yan, Chunming Li, Mei Xie, Christos Davatzikos
2011	J	`jnl`	ODVBA: Optimally-Discriminative Voxel-Based Analysis. IEEE Trans. Medical Imaging Tianhao Zhang, Christos Davatzikos
2011	—	`conf`	Pattern Based Morphometry. MICCAI (2) Bilwaj Gaonkar, Kilian M. Pohl, Christos Davatzikos
2011	J	`jnl`	Pattern analysis in neuroimaging: Beyond two-class categorization. Int. J. Imaging Syst. Technol. Roman Filipovych, Ying Wang, Christos Davatzikos
2011	—	`conf`	Regularized Tensor Factorization for Multi-Modality Medical Image Classification. MICCAI (3) Nematollah Batmanghelich, Aoyan Dong, Ben Taskar, Christos Davatzikos
2011	—	`conf`	Semi-supervised Pattern Classification: Application to Structural MRI of Alzheimer's Disease. PRNI Dong Hye Ye, Kilian M. Pohl, Christos Davatzikos
2011	J	`jnl`	Semi-supervised cluster analysis of imaging data. NeuroImage Roman Filipovych, Susan M. Resnick, Christos Davatzikos
2011	J	`jnl`	Semi-supervised pattern classification of medical images: Application to mild cognitive impairment (MCI). NeuroImage Roman Filipovych, Christos Davatzikos
2011	—	`conf`	Statistical atlases and machine learning tools applied to optimized prostate biopsy for cancer detection and estimation of volume and Gleason score. ISBI Christos Davatzikos
2011	—	`conf`	Understanding heterogeneity in normal older adult populations via clustering of longitudinal data. ISBI Roman Filipovych, Susan M. Resnick, Christos Davatzikos
2010	—	`conf`	An EM algorithm for brain tumor image registration: A tumor growth modeling based approach. CVPR Workshops Ali Gooya, George Biros, Christos Davatzikos
2010	—	`conf`	Application of trace-norm and low-rank matrix decomposition for computational anatomy. CVPR Workshops Nematollah Batmanghelich, Ali Gooya, Stathis Kanterakis, Ben Taskar, Christos Davatzikos
2010	—	`conf`	Automated segmentation of brain lesions by combining intensity and spatial information. ISBI Bilwaj Gaonkar, Güray Erus, R. Nick Bryan, Christos Davatzikos
2010	J	`jnl`	DTI-DROID: Diffusion tensor imaging-deformable registration using orientation and intensity descriptors. Int. J. Imaging Syst. Technol. Madhura Ingalhalikar, Jinzhong Yang, Christos Davatzikos, Ragini Verma
2010	—	`conf`	Detecting mutually-salient landmark pairs with MRF regularization. ISBI Yangming Ou, Ahmed Besbes, Michel Bilello, Mohamed Mansour, Christos Davatzikos, Nikos Paragios
2010	J	`jnl`	GRAM: A framework for geodesic registration on anatomical manifolds. Medical Image Anal. Jihun Hamm, Dong Hye Ye, Ragini Verma, Christos Davatzikos
2010	—	`conf`	Groupwise morphometric analysis based on high dimensional clustering. CVPR Workshops Dong Hye Ye, Kilian M. Pohl, Harold Litt, Christos Davatzikos
2010	J	`jnl`	High-dimensional pattern regression using machine learning: From medical images to continuous clinical variables. NeuroImage Ying Wang, Yong Fan, Priyanka Bhatt, Christos Davatzikos
2010	—	`conf`	Imaging as a Surrogate for the Early Prediction and Assessment of Treatment Response through the Analysis of 4-D Texture Ensembles (ISEPARATE). MCV Peter Maday, Parmeshwar Khurd, Lance Ladic, Mitchell D. Schnall, Mark Rosen, Christos Davatzikos, Ali Kamen
2010	—	`conf`	Learning high-dimensional image statistics for abnormality detection on medical images. CVPR Workshops Güray Erus, Evangelia I. Zacharaki, R. Nick Bryan, Christos Davatzikos
2010	—	`conf`	Optimally-Discriminative Voxel-Based Analysis. MICCAI (2) Tianhao Zhang, Christos Davatzikos
2010	—	`conf`	Simultaneous Geometric - Iconic Registration. MICCAI (2) Aristeidis Sotiras, Yangming Ou, Ben Glocker, Christos Davatzikos, Nikos Paragios
2010	—	`conf`	Spatio-temporal Analysis of Brain MRI Images Using Hidden Markov Models. MICCAI (2) Ying Wang, Susan M. Resnick, Christos Davatzikos
2009	—	`conf`	A General and Unifying Framework for Feature Construction, in Image-Based Pattern Classification. IPMI Nematollah Batmanghelich, Ben Taskar, Christos Davatzikos
2009	J	`jnl`	Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: Results from ADNI. NeuroImage Chandan Misra, Yong Fan, Christos Davatzikos
2009	—	`conf`	Biomechanically-Constrained 4D Estimation of Myocardial Motion. MICCAI (1) Hari Sundar, Christos Davatzikos, George Biros
2009	J	`jnl`	Corrigendum to "Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth" [NeuroImage 46 (2009) 762-774]. NeuroImage Evangelia I. Zacharaki, Cosmina Hogea, Dinggang Shen, George Biros, Christos Davatzikos
2009	—	`conf`	DRAMMS: Deformable Registration via Attribute Matching and Mutual-Saliency Weighting. IPMI Yangming Ou, Christos Davatzikos
2009	—	`conf`	Efficient Large Deformation Registration via Geodesics on a Learned Manifold of Images. MICCAI (1) Jihun Hamm, Christos Davatzikos, Ragini Verma
2009	—	`conf`	Groupwise morphometric analysis based on morphological appearance manifold. CVPR Workshops Naixiang Lian, Christos Davatzikos
2009	—	`conf`	MRI-Based Classification of Brain Tumor Type and Grade Using SVM-RFE. ISBI Evangelia I. Zacharaki, Sumei Wang, Sanjeev Chawla, Dong Soo Yoo, Ronald L. Wolf, Elias R. Melhem, Christos Davatzikos
2009	—	`conf`	Morphological Appearance Manifolds in Computational Anatomy: Groupwise Registration and Morphological Analysis. ISBI Christos Davatzikos, Naixiang Lian
2009	J	`jnl`	Morphological appearance manifolds in computational anatomy: Groupwise registration and morphological analysis. NeuroImage Sajjad Baloch, Christos Davatzikos
2009	J	`jnl`	Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth. NeuroImage Evangelia I. Zacharaki, Cosmina Hogea, Dinggang Shen, George Biros, Christos Davatzikos
2009	—	`conf`	Non-rigid registration between histological and MR images of the prostate: A joint segmentation and registration framework. CVPR Workshops Yangming Ou, Dinggang Shen, Michael D. Feldman, John Tomaszewski, Christos Davatzikos
2009	J	`jnl`	Sampling the spatial patterns of cancer: Optimized biopsy procedures for estimating prostate cancer volume and Gleason Score. Medical Image Anal. Yangming Ou, Dinggang Shen, Jianchao Zeng, Leon Sun, Judd W. Moul, Christos Davatzikos
2008	B	`conf`	3-D statistical cancer atlas-based targeting of prostate biopsy using ultrasound image guidance. Image Processing Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, E. David Crawford, Albaha Barqawi, Priya N. Werahera, Dinesh K. Kumar, Jasjit S. Suri
2008	J	`jnl`	A Comparative Study of Biomechanical Simulators in Deformable Registration of Brain Tumor Images. IEEE Trans. Biomed. Eng. Evangelia I. Zacharaki, Cosmina Hogea, George Biros, Christos Davatzikos
2008	—	`conf`	Anatomical equivalence class based complete morphological descriptor for robust image analysis and abnormality detection. Image-Guided Procedures Sajjad Baloch, Christos Davatzikos
2008	—	`conf`	Application and validation of registration framework for real-time atlas guided biopsy. ISBI Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, E. David Crawford, Albaha Barqawi, Priya N. Werahera, Dinesh K. Kumar, Jasjit S. Suri
2008	—	`conf`	Application of statistical cancer atlas for 3D biopsy. Image Processing: Algorithms and Systems Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, E. David Crawford, Albaha Barqawi, Priya N. Werahera, Dinesh K. Kumar, Jasjit S. Suri
2008	J	`jnl`	Brain--Tumor Interaction Biophysical Models for Medical Image Registration. SIAM J. Sci. Comput. Cosmina Hogea, Christos Davatzikos, George Biros
2008	—	`conf`	Diffusion Tensor Image Registration Using Tensor Geometry and Orientation Features. MICCAI (2) Jinzhong Yang, Dinggang Shen, Christos Davatzikos, Ragini Verma
2008	B	`conf`	Feature selection and classification of multiparametric medical images using bagging and SVM. Image Processing Yong Fan, Susan M. Resnick, Christos Davatzikos
2008	J	`jnl`	Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI. NeuroImage Christos Davatzikos, Susan M. Resnick, X. Wu, P. Parmpi, Christopher M. Clark
2008	—	`conf`	Manifold based Morphometry applied to schizophrenia. ISBI Ragini Verma, Parmeshwar Khurd, James Loughead, Raquel E. Gur, Ruben C. Gur, Christos Davatzikos
2008	—	`conf`	Measuring Brain Lesion Progression with a Supervised Tissue Classification System. MICCAI (1) Evangelia I. Zacharaki, Stathis Kanterakis, R. Nick Bryan, Christos Davatzikos
2008	—	`conf`	Multiparametric tissue abnormality characterization using manifold regularization. Computer-Aided Diagnosis Kayhan N. Batmanghelich, Xiaoying Wu, Evangelia I. Zacharaki, Clyde E. Markowitz, Christos Davatzikos, Ragini Verma
2008	J	`jnl`	ORBIT: A Multiresolution Framework for Deformable Registration of Brain Tumor Images. IEEE Trans. Medical Imaging Evangelia I. Zacharaki, Dinggang Shen, Seung-Koo Lee, Christos Davatzikos
2008	B	`conf`	Parallel optimization of tumor model parameters for fast registration of brain tumor images. Image Processing Evangelia I. Zacharaki, Cosmina S. Hogea, Dinggang Shen, George Biros, Christos Davatzikos
2008	B	`conf`	Spatial normalization of diffusion tensor images based on anisotropic segmentation. Image Processing Jinzhong Yang, Dinggang Shen, Chandan Misra, Xiaoying Wu, Susan M. Resnick, Christos Davatzikos, Ragini Verma
2008	J	`jnl`	Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline. NeuroImage Yong Fan, Nematollah Batmanghelich, Christopher M. Clark, Christos Davatzikos, Alzheimer's Disease Neuroimaging Initiative
2008	J	`jnl`	Structural and functional biomarkers of prodromal Alzheimer's disease: A high-dimensional pattern classification study. NeuroImage Yong Fan, Susan M. Resnick, Xiaoying Wu, Christos Davatzikos
2008	J	`jnl`	T1 NeuroImage Arijitt Borthakur, Matthew Sochor, Christos Davatzikos, John Q. Trojanowski, Christopher M. Clark
2007	—	`conf`	An Anatomical Equivalence Class Based Joint Transformation-Residual Descriptor for Morphological Analysis. IPMI Sajjad Baloch, Ragini Verma, Christos Davatzikos
2007	J	`jnl`	Anatomical Equivalence Class: A Morphological Analysis Framework Using a Lossless Shape Descriptor. IEEE Trans. Medical Imaging Sokratis Makrogiannis, Ragini Verma, Christos Davatzikos
2007	J	`jnl`	COMPARE: Classification of Morphological Patterns Using Adaptive Regional Elements. IEEE Trans. Medical Imaging Yong Fan, Dinggang Shen, Ruben C. Gur, Raquel E. Gur, Christos Davatzikos
2007	—	`conf`	Kernel-Based Manifold Learning for Statistical Analysis of Diffusion Tensor Images. IPMI Parmeshwar Khurd, Ragini Verma, Christos Davatzikos
2007	A	`conf`	Low-constant parallel algorithms for finite element simulations using linear octrees. SC Hari Sundar, Rahul S. Sampath, Santi S. Adavani, Christos Davatzikos, George Biros
2007	A*	`conf`	Manifold Learning Techniques in Image Analysis of High-dimensional Diffusion Tensor Magnetic Resonance Images. CVPR Parmeshwar Khurd, Sajjad Baloch, Ruben C. Gur, Christos Davatzikos, Ragini Verma
2007	—	`conf`	Modeling Glioma Growth and Mass Effect in 3D MR Images of the Brain. MICCAI (1) Cosmina Hogea, Christos Davatzikos, George Biros
2007	J	`jnl`	On Analyzing Diffusion Tensor Images by Identifying Manifold Structure Using Isomaps. IEEE Trans. Medical Imaging Ragini Verma, Parmeshwar Khurd, Christos Davatzikos
2007	—	`conf`	Probabilistic Segmentation of Brain Tumors Based on Multi-Modality Magnetic Resonance Images. ISBI Hongmin Cai, Ragini Verma, Yangming Ou, Seung-Koo Lee, Elias R. Melhem, Christos Davatzikos
2007	J	`jnl`	Relations of brain volumes with cognitive function in males 45 years and older with past lead exposure. NeuroImage Brian S. Schwartz, Sining Chen, Brian Caffo, Walter F. Stewart, Karen I. Bolla, David M. Yousem, Christos Davatzikos
2007	—	`conf`	Robust Computation of Mutual Information Using Spatially Adaptive Meshes. MICCAI (1) Hari Sundar, Dinggang Shen, George Biros, Chenyang Xu, Christos Davatzikos
2007	J	`jnl`	Targeted Prostate Biopsy Using Statistical Image Analysis. IEEE Trans. Medical Imaging Yiqiang Zhan, Dinggang Shen, Jianchao Zeng, Leon Sun, Gabor Fichtinger, Judd W. Moul, Christos Davatzikos
2006	—	`conf`	A Joint Transformation and Residual Image Descriptor for Morphometric Image Analysis using an Equivalence Class Formulation. CVPR Workshops Sokratis Makrogiannis, Ragini Verma, Bilge Karaçali, Christos Davatzikos
2006	—	`conf`	A novel 2D-3D registration algorithm for aligning fluoro images with 3D pre-op CT/MR images. Image-Guided Procedures Hari Sundar, Ali Khamene, Chenyang Xu, Frank Sauer, Christos Davatzikos
2006	—	`conf`	Automated segmentation of white matter lesions in 3D brain MR images, using multivariate pattern classification. ISBI Zhiqiang Lao, Dinggang Shen, Abbas Jawad, Bilge Karaçali, Dengfeng Liu, Elias R. Melhem, R. Nick Bryan, Christos Davatzikos
2006	J	`jnl`	CLASSIC: Consistent Longitudinal Alignment and Segmentation for Serial Image Computing. NeuroImage Zhong Xue, Dinggang Shen, Christos Davatzikos
2006	—	`conf`	Correspondence detection in diffusion tensor images. ISBI Christos Davatzikos, Feby Abraham, George Biros, Ragini Verma
2006	J	`jnl`	Deformable registration of brain tumor images via a statistical model of tumor-induced deformation. Medical Image Anal. Ashraf Mohamed, Evangelia I. Zacharaki, Dinggang Shen, Christos Davatzikos
2006	—	`conf`	Detecting Cognitive States from fMRI Images by Machine Learning and Multivariate Classification. CVPR Workshops Yong Fan, Dinggang Shen, Christos Davatzikos
2006	—	`conf`	Diagnosis of Brain Abnormality Using both Structural and Functional MR Images. EMBC Yong Fan, Hengyi Rao, Joan M. Giannetta, Hallam Hurt, Jiongjiong Wang, Christos Davatzikos, Dinggang Shen
2006	—	`conf`	Diagnosis of Brain Abnormality Using both Structural and Functional MR Images. EMBC (Supplement) Yong Fan, Hengyi Rao, Joan M. Giannetta, Hallam Hurt, Jiongjiong Wang, Christos Davatzikos, Dinggang Shen
2006	—	`conf`	Estimating myocardial fiber orientations by template warping. ISBI Hari Sundar, Dinggang Shen, George Biros, Harold Litt, Christos Davatzikos
2006	—	`conf`	Manifold based analysis of diffusion tensor images using isomaps. ISBI Ragini Verma, Christos Davatzikos
2006	—	`conf`	On Characterizing and Analyzing Diffusion Tensor Images by Learning their Underlying Manifold Structure. CVPR Workshops Parmeshwar Khurd, Ragini Verma, Christos Davatzikos
2006	—	`conf`	Registering Histological and MR Images of Prostate for Image-Based Cancer Detection. MICCAI (2) Yiqiang Zhan, Michael D. Feldman, John Tomaszewski, Christos Davatzikos, Dinggang Shen
2006	—	`conf`	Registration of brain images with tumors: towards the construction of statistical atlases for therapy planning. ISBI Evangelia I. Zacharaki, Dinggang Shen, Ashraf Mohamed, Christos Davatzikos
2006	J	`jnl`	Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms. NeuroImage Zhong Xue, Dinggang Shen, Bilge Karaçali, Joshua Stern, David A. Rottenberg, Christos Davatzikos
2006	J	`jnl`	Simulation of tissue atrophy using a topology preserving transformation model. IEEE Trans. Medical Imaging Bilge Karaçali, Christos Davatzikos
2006	J	`jnl`	Statistical representation of high-dimensional deformation fields with application to statistically constrained 3D warping. Medical Image Anal. Zhong Xue, Dinggang Shen, Christos Davatzikos
2006	—	`conf`	Statistically-Constrained High-Dimensional Warping Using Wavelet-Based Priors. CVPR Workshops Zhong Xue, Dinggang Shen, Christos Davatzikos
2005	—	`conf`	CLASSIC: Consistent Longitudinal Alignment and Segmentation for Serial Image Computing. IPMI Zhong Xue, Dinggang Shen, Christos Davatzikos
2005	A	`conf`	Classification of Structural Images via High-Dimensional Image Warping, Robust Feature Extraction, and SVM. MICCAI Yong Fan, Dinggang Shen, Christos Davatzikos
2005	J	`jnl`	Classifying spatial patterns of brain activity with machine learning methods: Application to lie detection. NeuroImage Christos Davatzikos, Kosha Ruparel, Yong Fan, Dinggang Shen, M. Acharyya, James Loughead, Ruben C. Gur, Daniel D. Langleben
2005	—	`conf`	Deformable Registration of Brain Tumor Images Via a Statistical Model of Tumor-Induced Deformation. MICCAI (2) Ashraf Mohamed, Dinggang Shen, Christos Davatzikos
2005	A	`conf`	Finite Element Modeling of Brain Tumor Mass-Effect from 3D Medical Images. MICCAI Ashraf Mohamed, Christos Davatzikos
2005	J	`jnl`	Spatiotemporal maturation patterns of murine brain quantified by diffusion tensor MRI and deformation-based morphometry. Proc. Natl. Acad. Sci. USA Ragini Verma, Susumu Mori, Dinggang Shen, Paul Yarowsky, Jiangyang Zhang, Christos Davatzikos
2005	—	`conf`	Statistical Representation and Simulation of High-Dimensional Deformations: Application to Synthesizing Brain Deformations. MICCAI (2) Zhong Xue, Dinggang Shen, Bilge Karaçali, Christos Davatzikos
2005	—	`conf`	Using the Fast Marching Method to Extract Curves with Given Global Properties. MICCAI (2) Xiaodong Tao, Christos Davatzikos, Jerry L. Prince
2004	J	`jnl`	A Bayesian morphometry algorithm. IEEE Trans. Medical Imaging Edward Herskovits, Hanchuan Peng, Christos Davatzikos
2004	—	`conf`	An Automated Method for Finding Curves of Sulcal Fundi On Human Cortical Surfaces. ISBI Xiaodong Tao, Jerry L. Prince, Christos Davatzikos
2004	J	`jnl`	Automated morphometric study of brain variation in XXY males. NeuroImage Dinggang Shen, Dengfeng Liu, Hong Liu, Liv S. Clasen, Jay N. Giedd, Christos Davatzikos
2004	—	`conf`	Deformable Registration of Tumor-Diseased Brain Images. MICCAI (1) Tianming Liu, Dinggang Shen, Christos Davatzikos
2004	J	`jnl`	Deformable registration of cortical structures via hybrid volumetric and surface warping. NeuroImage Tianming Liu, Dinggang Shen, Christos Davatzikos
2004	J	`jnl`	Determining correspondence in 3-D MR brain images using attribute vectors as morphological signatures of voxels. IEEE Trans. Medical Imaging Zhong Xue, Dinggang Shen, Christos Davatzikos
2004	J	`jnl`	Estimating topology preserving and smooth displacement fields. IEEE Trans. Medical Imaging Bilge Karaçali, Christos Davatzikos
2004	—	`conf`	Finite Element Mesh Generation and Remeshing from Segmented Medical Images. ISBI Ashraf Mohamed, Christos Davatzikos
2004	—	`conf`	Matching of Diffusion Tensor Images using Gabor Features. ISBI Ragini Verma, Christos Davatzikos
2004	J	`jnl`	Measuring temporal morphological changes robustly in brain MR images via 4-dimensional template warping. NeuroImage Dinggang Shen, Christos Davatzikos
2004	—	`conf`	Morphological Classification of Medical Images using Nonlinear Support Vector Machines. ISBI Christos Davatzikos, Dinggang Shen, Zhiqiang Lao, Zhong Xue, Bilge Karaçali
2004	J	`jnl`	Morphological classification of brains via high-dimensional shape transformations and machine learning methods. NeuroImage Zhiqiang Lao, Dinggang Shen, Zhong Xue, Bilge Karaçali, Susan M. Resnick, Christos Davatzikos
2004	J	`jnl`	Optimized prostate biopsy via a statistical atlas of cancer spatial distribution. Medical Image Anal. Dinggang Shen, Zhiqiang Lao, Jianchao Zeng, Wei Zhang, Isabell A. Sesterhenn, Leon Sun, Judd W. Moul, Edward Herskovits, Gabor Fichtinger, Christos Davatzikos
2004	—	`conf`	Predictive Modeling of Anatomic Structures Using Canonical Correlation Analysis. ISBI Tianming Liu, Dinggang Shen, Christos Davatzikos
2004	—	`conf`	Shape Representation via Best Orthogonal Basis Selection. MICCAI (1) Ashraf Mohamed, Christos Davatzikos
2004	J	`jnl`	Why voxel-based morphometric analysis should be used with great caution when characterizing group differences. NeuroImage Christos Davatzikos
2003	B	`conf`	Automatic classification of sulcal regions of the human brain cortex using pattern recognition. Image Processing Kirsten Judith Behnke, Maryam E. Rettmann, Dzung L. Pham, Dinggang Shen, Susan M. Resnick, Christos Davatzikos, Jerry L. Prince
2003	—	`conf`	Correspondence Detection Using Wavelet-Based Attribute Vectors. MICCAI (2) Zhong Xue, Dinggang Shen, Christos Davatzikos
2003	—	`conf`	Deformable Registration of Cortical Structures via Hybrid Volumetric and Surface Warping. MICCAI (2) Tianming Liu, Dinggang Shen, Christos Davatzikos
2003	J	`jnl`	Hierarchical Active Shape Models, Using the Wavelet Transform. IEEE Trans. Medical Imaging Christos Davatzikos, Xiaodong Tao, Dinggang Shen
2003	J	`jnl`	Segmentation of Prostate Boundaries from Ultrasound Images Using Statistical Shape Model. IEEE Trans. Medical Imaging Dinggang Shen, Yiqiang Zhan, Christos Davatzikos
2003	—	`conf`	Topology Preservation and Regularity in Estimated Deformation Fields. IPMI Bilge Karaçali, Christos Davatzikos
2003	J	`jnl`	Very High-Resolution Morphometry Using Mass-Preserving Deformations and HAMMER Elastic Registration. NeuroImage Dinggang Shen, Christos Davatzikos
2002	—	`conf`	A Combined Statistical and Biomechanical Model for Estimation of Intra-operative Prostate Deformation. MICCAI (2) Ashraf Mohamed, Christos Davatzikos, Russell H. Taylor
2002	J	`jnl`	A Framework for Callosal Fiber Distribution Analysis. NeuroImage Dongrong Xu, Susumu Mori, Meiyappan Solaiyappan, Peter C. M. van Zijl, Christos Davatzikos
2002	—	`conf`	Automatic segmentation of white matter lesions in T1-weighted brain MR images. ISBI Songyang Yu, Dzung L. Pham, Dinggang Shen, Edward Herskovits, Susan M. Resnick, Christos Davatzikos
2002	—	`conf`	Bayesian clustering methods for morphological analysis of MR images. ISBI Hanchuan Peng, Edward Herskovits, Christos Davatzikos
2002	J	`jnl`	HAMMER: Heirarchical Attribute Matching Mechanism for Elastic Registration. IEEE Trans. Medical Imaging Dinggang Shen, Christos Davatzikos
2002	J	`jnl`	HAMMER: Heirarchical Attribute Matching Mechanism for Elastic Registration. IEEE Trans. Medical Imaging Dinggang Shen, Christos Davatzikos
2002	J	`jnl`	Measuring Size and Shape of the Hippocampus in MR Images Using a Deformable Shape Model. NeuroImage Dinggang Shen, Scott Moffat, Susan M. Resnick, Christos Davatzikos
2002	—	`conf`	Statistical shape model for automatic skull-stripping of brain images. ISBI Zhiqiang Lao, Dinggang Shen, Christos Davatzikos
2002	—	`conf`	Statistically-based reorientation of diffusion tensor field. ISBI Dongrong Xu, Susumu Mori, Dinggang Shen, Christos Davatzikos
2002	J	`jnl`	Using a Statistical Shape Model to Extract Sulcal Curves on the Outer Cortex of the Human Brain. IEEE Trans. Medical Imaging Xiaodong Tao, Jerry L. Prince, Christos Davatzikos
2001	J	`jnl`	A Framework for Predictive Modeling of Anatomical Deformations. IEEE Trans. Medical Imaging Christos Davatzikos, Dinggang Shen, Ashraf Mohamed, Stelios K. Kyriacou
2001	A	`conf`	A Statistical Atlas of Prostate Cancer for Optimal Biopsy. MICCAI Dinggang Shen, Zhiqiang Lao, Jianchao Zeng, Edward Herskovits, Gabor Fichtinger, Christos Davatzikos
2001	J	`jnl`	An Adaptive-Focus Statistical Shape Model for Segmentation and Shape Modeling of 3D Brain Structures. IEEE Trans. Medical Imaging Dinggang Shen, Edward Herskovits, Christos Davatzikos
2001	J	`jnl`	Measuring biological shape using geometry-based shape transformations. Image Vis. Comput. Christos Davatzikos, Max A. Viergever
2001	—	`conf`	Statistical Study on Cortical Sulci of Human Brains. IPMI Xiaodong Tao, Xiao Han, Maryam E. Rettmann, Jerry L. Prince, Christos Davatzikos
2001	B	`conf`	Statistically Optimized Biopsy Strategy for the Diagnosis of Prostate Cancer. CBMS Dinggang Shen, Zhiqiang Lao, Edward Herskovits, Gabor Fichtinger, Christos Davatzikos, Jianchao Zeng
2001	J	`jnl`	Voxel-Based Morphometry Using the RAVENS Maps: Methods and Validation Using Simulated Longitudinal Atrophy. NeuroImage Christos Davatzikos, Ahmet Genc, Dongrong Xu, Susan M. Resnick
2000	A	`conf`	A Framework for Predictive Modeling of Intra-operative Deformations: A Simulation-Based Study. MICCAI Stelios K. Kyriacou, Dinggang Shen, Christos Davatzikos
2000	A	`conf`	Adaptive-Focus Statistical Shape Model for Segmentation of 3D MR Structures. MICCAI Dinggang Shen, Christos Davatzikos
2000	J	`jnl`	An Adaptive-Focus Deformable Model Using Statistical and Geometric Information. IEEE Trans. Pattern Anal. Mach. Intell. Dinggang Shen, Christos Davatzikos
1999	J	`jnl`	Convexity analysis of active contour problems. Image Vis. Comput. Christos Davatzikos, Jerry L. Prince
1999	—	`conf`	Hierarchical Matching of Cortical Features for Deformable Brain Image Registration. IPMI Marc Vaillant, Christos Davatzikos
1999	A*	`conf`	Mining Lesion-Deficit Associations in a Brain Image Database. KDD Vasileios Megalooikonomou, Christos Davatzikos, Edward Herskovits
1999	J	`jnl`	Nonlinear elastic registration of brain images with tumor pathology using a biomechanical model [MRI]. IEEE Trans. Medical Imaging Stelios K. Kyriacou, Christos Davatzikos, S. James Zinreich, R. Nick Bryan
1998	A	`conf`	A Biomechanical Model of Soft Tissue Deformation, with Applications to Non-rigid Registration of Brain Images with Tumor Pathology. MICCAI Stelios K. Kyriacou, Christos Davatzikos
1997	—	`conf`	A path-planning algorithm for image-guided neurosurgery. CVRMed Marc Vaillant, Christos Davatzikos, Russell H. Taylor, R. Nick Bryan
1997	J	`jnl`	Finding parametric representations of the cortical sulci using an active contour model. Medical Image Anal. Marc Vaillant, Christos Davatzikos
1997	—	`conf`	Mapping the Cerebral Sulci: Application to Morphological Analysis of the Cortex and to Non-rigid Registration. IPMI Marc Vaillant, Christos Davatzikos
1997	J	`jnl`	Spatial Transformation and Registration of Brain Images Using Elastically Deformable Models. Comput. Vis. Image Underst. Christos Davatzikos
1996	A*	`conf`	Convexity Analysis of Active Contour Problems. CVPR Christos Davatzikos, Jerry L. Prince
1996	J	`jnl`	Image registration based on boundary mapping. IEEE Trans. Medical Imaging Christos Davatzikos, Jerry L. Prince, R. Nick Bryan
1996	—	`conf`	Morphological Analysis of Brain Structures Using Spatial Normalization. VBC Christos Davatzikos, Marc Vaillant, Susan M. Resnick, Jerry L. Prince, Stanley Letovsky, R. Nick Bryan
1996	J	`jnl`	Using a deformable surface model to obtain a shape representation of the cortex. IEEE Trans. Medical Imaging Christos Davatzikos, R. Nick Bryan
1995	J	`jnl`	An active contour model for mapping the cortex. IEEE Trans. Medical Imaging Christos Davatzikos, Jerry L. Prince
1993	A*	`conf`	Adaptive active contour algorithms for extracting and mapping thick curves. CVPR Christos Davatzikos, Jerry L. Prince
1992	Misc	`conf`	Segmentation and mapping of highly convoluted contours with applications to medical images. ICASSP Christos Davatzikos, Jerry L. Prince