Apprentissage automatique des modèles structurels d'objets cartographiques. - Güray Erus; Nicolas Loménie (EGC, 2005)

Automatic Learning of Structural Models of Cartographic Objects. - Güray Erus; Nicolas Loménie (GbRPR, 2005)

Classification of Structural Cartographic Objects Using Edge-Based Features. - Güray Erus; Nicolas Loménie (ISVC (1), 2007)

A layered approach to learning coordination knowledge in multiagent environments. - Güray Erus; Faruk Polat (Appl. Intell., 2007)

Extraction of cartographic objects in high resolution satellite images for object model generation - Güray Erus; Nicolas Loménie (CoRR, 2007)

Geometrical Primitives for the Classification of Images Containing Structural Cartographic Objects. - Güray Erus; Nicolas Loménie (CRV, 2008)

Learning high-dimensional image statistics for abnormality detection on medical images. - Güray Erus; Evangelia I. Zacharaki; R. Nick Bryan; Christos Davatzikos (CVPR Workshops, 2010)

Automated segmentation of brain lesions by combining intensity and spatial information. - Bilwaj Gaonkar; Güray Erus; R. Nick Bryan; Christos Davatzikos (ISBI, 2010)

How to involve structural modeling for cartographic object recognition tasks in high-resolution satellite images? - Güray Erus; Nicolas Loménie (Pattern Recognit. Lett., 2010)

Automated segmentation of cortical necrosis using awavelet based abnormality detection system. - Bilwaj Gaonkar; Güray Erus; Kilian M. Pohl; Manoj Tanwar; Stefan Margiewicz; R. Nick Bryan; Christos Davatzikos (ISBI, 2011)

Fuzzy Multi-channel Clustering with Individualized Spatial Priors for Segmenting Brain Lesions and Infarcts. - Evangelia I. Zacharaki; Güray Erus; Anastasios Bezerianos; Christos Davatzikos (AIAI (2), 2012)

Manifold-constrained embeddings for the detection of white matter lesions in brain MRI. - Samuel Kadoury; Güray Erus; Evangelia I. Zacharaki; Nikos Paragios; Christos Davatzikos (ISBI, 2012)

Feature ranking based nested support vector machine ensemble for medical image classification. - Erdem Varol; Bilwaj Gaonkar; Güray Erus; Robert Schultz; Christos Davatzikos (ISBI, 2012)

Nonlinear Discriminant Graph Embeddings for Detecting White Matter Lesions in FLAIR MRI. - Samuel Kadoury; Güray Erus; Christos Davatzikos (MLMI, 2012)

Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth. - 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; et al. (NeuroImage, 2013)

Brain abnormality segmentation based on l1-norm minimization. - Ke Zeng; Güray Erus; Manoj Tanwar; Christos Davatzikos (Image Processing, 2014)

Individualized statistical learning from medical image databases: Application to identification of brain lesions. - Güray Erus; Evangelia I. Zacharaki; Christos Davatzikos (Medical Image Anal., 2014)

Right ventricle segmentation from cardiac MRI: A collation study. - 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; et al. (Medical Image Anal., 2015)

Vascular risk factors, cerebrovascular reactivity, and the default-mode brain network. - Thaddeus J. Haight; R. Nick Bryan; Güray Erus; Christos Davatzikos; David R. Jacobs Jr.; Mark D'Esposito; Cora E. Lewis; Lenore J. Launer (NeuroImage, 2015)

MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection. - Jimit Doshi; Güray Erus; Yangming Ou; Susan M. Resnick; Ruben C. Gur; Raquel E. Gur; Theodore D. Satterthwaite; Susan Furth; Christos Davatzikos (NeuroImage, 2016)

Capturing heterogeneous group differences using mixture-of-experts: Application to a study of aging. - Harini Eavani; Meng-Kang Hsieh; Yang An; Güray Erus; Lori L. Beason-Held; Susan M. Resnick; Christos Davatzikos (NeuroImage, 2016)

Abnormality Detection via Iterative Deformable Registration and Basis-Pursuit Decomposition. - Ke Zeng; Güray Erus; Aristeidis Sotiras; Russell T. Shinohara; Christos Davatzikos (IEEE Trans. Medical Imaging, 2016)

Longitudinally and inter-site consistent multi-atlas based parcellation of brain anatomy using harmonized atlases. - Güray Erus; Jimit Doshi; Yang An; Dimitris Verganelakis; Susan M. Resnick; Christos Davatzikos (NeuroImage, 2018)

Skull-Stripping of Glioblastoma MRI Scans Using 3D Deep Learning. - Siddhesh P. Thakur; Jimit Doshi; Sarthak Pati; Sung Min Ha; Chiharu Sako; Sanjay N. Talbar; Uday Kulkarni; Christos Davatzikos; Güray Erus; Spyridon Bakas (BrainLes@MICCAI (1), 2019)

DeepMRSeg: A convolutional deep neural network for anatomy and abnormality segmentation on MR images. - Jimit Doshi; Güray Erus; Mohamad Habes; Christos Davatzikos (CoRR, 2019)

Integrative radiomic analysis for pre-surgical prognostic stratification of glioblastoma patients: from advanced to basic MRI protocols. - 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; et al. (Image-Guided Procedures, 2020)

Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging. - Vishnu M. Bashyam; Jimit Doshi; Güray Erus; Dhivya Srinivasan; Ahmed Abdulkadir; Mohamad Habes; Yong Fan 001; Colin L. Masters; Paul Maruff; Chuanjun Zhuo; Henry Völzke; Sterling C. Johnson; et al. (CoRR, 2020)

Associations between cognitive and brain volume changes in cognitively normal older adults. - 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 (NeuroImage, 2020)

Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan. - Raymond Pomponio; Güray Erus; Mohamad Habes; Jimit Doshi; Dhivya Srinivasan; Elizabeth Mamourian; Vishnu Bashyam; Ilya M. Nasrallah; Theodore D. Satterthwaite; Yong Fan 001; Lenore J. Launer; Colin L. Masters; et al. (NeuroImage, 2020)

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. - Dhivya Srinivasan; Güray Erus; Jimit Doshi; David A. Wolk; Haochang Shou; Mohamad Habes; Christos Davatzikos (NeuroImage, 2020)

Disentangling brain heterogeneity via semi-supervised deep-learning and MRI: dimensional representations of Alzheimer's Disease. - Zhijian Yang; Ilya M. Nasrallah; Haochang Shou; Junhao Wen 002; Jimit Doshi; Mohamad Habes; Güray Erus; Ahmed Abdulkadir; Susan M. Resnick; David A. Wolk; Christos Davatzikos (CoRR, 2021)

Disentangling Alzheimer's disease neurodegeneration from typical brain aging using machine learning. - Gyujoon Hwang; Ahmed Abdulkadir; Güray Erus; Mohamad Habes; Raymond Pomponio; Haochang Shou; Jimit Doshi; Elizabeth Mamourian; Tanweer Rashid; Murat Bilgel; Yong Fan 001; Aristeidis Sotiras; et al. (CoRR, 2021)

Multidimensional representations in late-life depression: convergence in neuroimaging, cognition, clinical symptomatology and genetics. - Junhao Wen 002; Cynthia H. Y. Fu; Duygu Tosun; Yogasudha Veturi; Zhijian Yang; Ahmed Abdulkadir; Elizabeth Mamourian; Dhivya Srinivasan; Jingxuan Bao; Güray Erus; Haochang Shou; Mohamad Habes; et al. (CoRR, 2021)

Multi-scale semi-supervised clustering of brain images: Deriving disease subtypes. - Junhao Wen 002; Erdem Varol; Aristeidis Sotiras; Zhijian Yang; Ganesh B. Chand; Güray Erus; Haochang Shou; Ahmed Abdulkadir; Gyujoon Hwang; Dominic B. Dwyer; Alessandro Pigoni; Paola Dazzan; et al. (Medical Image Anal., 2022)

Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering. - Zhijian Yang; Junhao Wen 002; Ahmed Abdulkadir; Yuhan Cui; Güray Erus; Elizabeth Mamourian; Randa Melhem; Dhivya Srinivasan; Sindhuja T. Govindarajan; Jiong Chen; Mohamad Habes; Colin L. Masters; et al. (CoRR, 2023)

Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience. - Rongguang Wang; Güray Erus; Pratik Chaudhari; Christos Davatzikos (CoRR, 2023)

Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study. - Zhen Zhou 004; Hongming Li; Dhivya Srinivasan; Ahmed Abdulkadir; Ilya M. Nasrallah; Junhao Wen 002; Jimit Doshi; Güray Erus; Elizabeth Mamourian; R. Nick Bryan; David A. Wolk; Lori L. Beason-Held; et al. (NeuroImage, 2023)

Associations of baseline and longitudinal change in cerebellum volume with age-related changes in verbal learning and memory. - C'iana P. Cooper; Andrea T. Shafer; Nicole M. Armstrong; Yang An; Güray Erus; Christos Davatzikos; Luigi Ferrucci; Peter R. Rapp; Susan M. Resnick (NeuroImage, 2023)

Brain-wide genome-wide colocalization study for integrating genetics, transcriptomics and brain morphometry in Alzheimer's disease. - Jingxuan Bao; Junhao Wen 002; Zixuan Wen; Shu Yang 009; Yuhan Cui; Zhijian Yang; Güray Erus; Andrew J. Saykin; Qi Long; Christos Davatzikos; Li Shen 001 (NeuroImage, 2023)

Mutually-Constrained Cross-Sectional and Longitudinal Non-Negative Matrix Factorization: Application to Modeling Brain Aging Trajectories. - Ioanna Skampardoni; Junhao Wen 002; Güray Erus; Haochang Shou; Konstantina S. Nikita; Christos Davatzikos (ISBI, 2024)

Multiscale Estimation of Morphometricity for Revealing Neuroanatomical Basis of Cognitive Traits. - Zixuan Wen; Jingxuan Bao; Shu Yang 009; Junhao Wen 002; Qipeng Zhan; Yuhan Cui; Güray Erus; Zhijian Yang; Paul M. Thompson; Yize Zhao; Christos Davatzikos; Li Shen 001 (ISBI, 2024)