Güray Erus

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 22

Top Topics

Functional Connectivity

Top Venues

Medical Image Anal.

Medical Imaging: Image-Guided Procedures

Publications

Rongguang Wang, Güray Erus, Pratik Chaudhari, Christos Davatzikos
Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience. CoRR (2023)
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
Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study. NeuroImage 269 (2023)
C'iana P. Cooper, Andrea T. Shafer, Nicole M. Armstrong, Yang An, Güray Erus, Christos Davatzikos, Luigi Ferrucci, Peter R. Rapp, Susan M. Resnick
Associations of baseline and longitudinal change in cerebellum volume with age-related changes in verbal learning and memory. NeuroImage 272 (2023)
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
Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering. CoRR (2023)
Jingxuan Bao, Junhao Wen, Zixuan Wen, Shu Yang, Yuhan Cui, Zhijian Yang, Güray Erus, Andrew J. Saykin, Qi Long, Christos Davatzikos, Li Shen
Brain-wide genome-wide colocalization study for integrating genetics, transcriptomics and brain morphometry in Alzheimer's disease. NeuroImage 280 (2023)
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 Meisenzahl, Geraldo F. Busatto, Benedicto Crespo-Facorro, Romero-Garcia Rafael, 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
Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes. Medical Image Anal. 75 (2022)
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
Disentangling brain heterogeneity via semi-supervised deep-learning and MRI: dimensional representations of Alzheimer's Disease. CoRR (2021)
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
Disentangling Alzheimer's disease neurodegeneration from typical brain aging using machine learning. CoRR (2021)
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
Multidimensional representations in late-life depression: convergence in neuroimaging, cognition, clinical symptomatology and genetics. CoRR (2021)
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
Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging. CoRR (2020)
Dhivya Srinivasan, Güray Erus, Jimit Doshi, David A. Wolk, Haochang Shou, Mohamad Habes, Christos Davatzikos
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 223 (2020)
Nicole M. Armstrong, Yang An, John J. Shin, Owen A. Williams, Jimit Doshi, Güray Erus, Christos Davatzikos, Luigi Ferrucci, Lori Beason-Held, Susan M. Resnick
Associations between cognitive and brain volume changes in cognitively normal older adults. NeuroImage 223 (2020)
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 (2020)
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
Integrative radiomic analysis for pre-surgical prognostic stratification of glioblastoma patients: from advanced to basic MRI protocols. Medical Imaging: Image-Guided Procedures (2020)
Jimit Doshi, Güray Erus, Mohamad Habes, Christos Davatzikos
DeepMRSeg: A convolutional deep neural network for anatomy and abnormality segmentation on MR images. CoRR (2019)
Siddhesh P. Thakur, Jimit Doshi, Sarthak Pati, Sung Min Ha, Chiharu Sako, Sanjay N. Talbar, Uday Kulkarni, Christos Davatzikos, Güray Erus, Spyridon Bakas
Skull-Stripping of Glioblastoma MRI Scans Using 3D Deep Learning. BrainLes@MICCAI (1) (2019)
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 (2018)
Ke Zeng, Güray Erus, Aristeidis Sotiras, Russell T. Shinohara, Christos Davatzikos
Abnormality Detection via Iterative Deformable Registration and Basis-Pursuit Decomposition. IEEE Trans. Medical Imaging 35 (8) (2016)
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 (2016)
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 (2016)
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) (2015)
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 (2015)
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) (2014)
Ke Zeng, Güray Erus, Manoj Tanwar, Christos Davatzikos
Brain abnormality segmentation based on l1-norm minimization. Medical Imaging: Image Processing (2014)
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 (2013)
Erdem Varol, Bilwaj Gaonkar, Güray Erus, Robert Schultz, Christos Davatzikos
Feature ranking based nested support vector machine ensemble for medical image classification. ISBI (2012)
Samuel Kadoury, Güray Erus, Christos Davatzikos
Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI. MLMI (2012)
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)
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)
Bilwaj Gaonkar, Güray Erus, Kilian M. Pohl, Manoj Tanwar, Stefan Margiewicz, R. Nick Bryan, Christos Davatzikos
Automated segmentation of cortical necrosis using awavelet based abnormality detection system. ISBI (2011)
Güray Erus, Nicolas Loménie
How to involve structural modeling for cartographic object recognition tasks in high-resolution satellite images? Pattern Recognit. Lett. 31 (10) (2010)
Güray Erus, Evangelia I. Zacharaki, R. Nick Bryan, Christos Davatzikos
Learning high-dimensional image statistics for abnormality detection on medical images. CVPR Workshops (2010)
Bilwaj Gaonkar, Güray Erus, R. Nick Bryan, Christos Davatzikos
Automated segmentation of brain lesions by combining intensity and spatial information. ISBI (2010)
Güray Erus, Nicolas Loménie
Geometrical Primitives for the Classification of Images Containing Structural Cartographic Objects. CRV (2008)
Güray Erus, Faruk Polat
A layered approach to learning coordination knowledge in multiagent environments. Appl. Intell. 27 (3) (2007)
Güray Erus, Nicolas Loménie
Extraction of cartographic objects in high resolution satellite images for object model generation CoRR (2007)
Güray Erus, Nicolas Loménie
Classification of Structural Cartographic Objects Using Edge-Based Features. ISVC (1) (2007)
Güray Erus, Nicolas Loménie
Apprentissage automatique des modèles structurels d'objets cartographiques. EGC (2005)
Güray Erus, Nicolas Loménie
Automatic Learning of Structural Models of Cartographic Objects. GbRPR (2005)
Güray Erus, Nicolas Loménie
Apprentissage automatique des modèles structurels d'objets cartographiques. EGC (Ateliers) (2005)