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1

Handbook of Medical Image Computing and Computer Assisted Intervention || Machine learning based imaging biomarkers in large scale population studies: A neuroimaging perspective

Année:

2020

Langue:

english

Fichier:

PDF, 720 KB

english, 2020

2

Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals

Rozycki, Martin, Satterthwaite, Theodore D, Koutsouleris, Nikolaos, Erus, Guray, Doshi, Jimit, Wolf, Daniel H, Fan, Yong, Gur, Raquel E, Gur, Ruben C, Meisenzahl, Eva M, Zhuo, Chuanjun, Yin, Hong, Yan

Journal:

Schizophrenia Bulletin

Année:

2017

Langue:

english

Fichier:

PDF, 482 KB

english, 2017

3

How to involve structural modeling for cartographic object recognition tasks in high-resolution satellite images?

Guray Erus, Nicolas Loménie

Journal:

Pattern Recognition Letters

Année:

2010

Langue:

english

Fichier:

PDF, 1.18 MB

english, 2010

4

A layered approach to learning coordination knowledge in multiagent environments

Guray Erus, Faruk Polat

Journal:

Applied Intelligence

Année:

2007

Langue:

english

Fichier:

PDF, 405 KB

english, 2007

5

Structural Brain Abnormalities in Youth With Psychosis Spectrum Symptoms

Satterthwaite, Theodore D., Wolf, Daniel H., Calkins, Monica E., Vandekar, Simon N., Erus, Guray, Ruparel, Kosha, Roalf, David R., Linn, Kristin A., Elliott, Mark A., Moore, Tyler M., Hakonarson, Hako

Journal:

JAMA Psychiatry

Année:

2016

Langue:

english

Fichier:

PDF, 860 KB

english, 2016

6

Regional tract-specific white matter hyperintensities are associated with patterns to aging-related brain atrophy via vascular risk factors, but also independently

Habes, Mohamad, Erus, Guray, Toledo, Jon B., Bryan, Nick, Janowitz, Deborah, Doshi, Jimit, Völzke, Henry, Schminke, Ulf, Hoffmann, Wolfgang, Grabe, Hans J., Wolk, David A., Davatzikos, Christos

Journal:

Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring

Année:

2018

Langue:

english

Fichier:

PDF, 892 KB

english, 2018

7

Neurostructural Heterogeneity in Youths With Internalizing Symptoms

Kaczkurkin, Antonia N., Sotiras, Aristeidis, Baller, Erica B., Barzilay, Ran, Calkins, Monica E., Chand, Ganesh B., Cui, Zaixu, Erus, Guray, Fan, Yong, Gur, Raquel E., Gur, Ruben C., Moore, Tyler M.,

Journal:

Biological Psychiatry

Année:

2019

Langue:

english

Fichier:

PDF, 1.25 MB

english, 2019

8

Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning

Chand, Ganesh B, Dwyer, Dominic B, Erus, Guray, Sotiras, Aristeidis, Varol, Erdem, Srinivasan, Dhivya, Doshi, Jimit, Pomponio, Raymond, Pigoni, Alessandro, Dazzan, Paola, Kahn, Rene S, Schnack, Hugo G

Journal:

Année:

2020

Langue:

english

Fichier:

PDF, 718 KB

english, 2020

9

[IEEE 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPR Workshops) - San Francisco, CA, USA (2010.06.13-2010.06.18)] 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Workshops - Learning high-dimensional image statistics for abnormality detection on medical images

Erus, Guray, Zacharaki, Evangelia I., Bryan, Nick, Davatzikos, Christos

Année:

2010

Langue:

english

Fichier:

PDF, 775 KB

english, 2010

10

Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth

Satterthwaite, Theodore D., Wolf, Daniel H., Ruparel, Kosha, Erus, Guray, Elliott, Mark A., Eickhoff, Simon B., Gennatas, Efstathios D., Jackson, Chad, Prabhakaran, Karthik, Smith, Alex, Hakonarson, H

Journal:

Année:

2013

Langue:

english

Fichier:

PDF, 2.39 MB

english, 2013

11

Multi-Atlas Skull-Stripping

Doshi, Jimit, Erus, Guray, Ou, Yangming, Gaonkar, Bilwaj, Davatzikos, Christos

Journal:

Academic Radiology

Année:

2013

Langue:

english

Fichier:

PDF, 1.96 MB

english, 2013

12

Individualized statistical learning from medical image databases: Application to identification of brain lesions

Erus, Guray, Zacharaki, Evangelia I., Davatzikos, Christos

Journal:

Medical Image Analysis

Année:

2014

Langue:

english

Fichier:

PDF, 3.08 MB

english, 2014

13

[IEEE 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012) - Barcelona, Spain (2012.05.2-2012.05.5)] 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) - Feature ranking based nested support vector machine ensemble for medical image classification

Varol, Erdem, Gaonkar, Bilwaj, Erus, Guray, Schultz, Robert, Davatzikos, Christos

Année:

2012

Langue:

english

Fichier:

PDF, 410 KB

english, 2012

14

[IEEE 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Rotterdam, Netherlands (2010.04.14-2010.04.17)] 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Automated segmentation of brain lesions by combining intensity and spatial information

Gaonkar, Bilwaj, Erus, Guray, Bryan, Nick, Davatzikos, Christos

Année:

2010

Langue:

english

Fichier:

PDF, 570 KB

english, 2010

15

[IEEE 2008 Canadian Conference on Computer and Robot Vision (CRV) - Windsor, Canada (2008.05.28-2008.05.30)] 2008 Canadian Conference on Computer and Robot Vision - Geometrical Primitives for the Classification of Images Containing Structural Cartographic Objects

Erus, Guray, Loménie, Nicolas

Année:

2008

Langue:

english

Fichier:

PDF, 745 KB

english, 2008

16

[IEEE 2011 8th IEEE International Symposium on Biomedical Imaging (ISBI 2011) - Chicago, IL, USA (2011.03.30-2011.04.2)] 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - Automated segmentation of cortical necrosis using awavelet based abnormality detection system

Gaonkar, Bilwaj, Erus, Guray, Pohl, Kilian M., Tanwar, Manoj, Margiewicz, Stefan, Bryan, R. Nick, Davatzikos, Christos

Année:

2011

Langue:

english

Fichier:

PDF, 302 KB

english, 2011

17

[IEEE 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012) - Barcelona, Spain (2012.05.2-2012.05.5)] 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) - Manifold-constrained embeddings for the detection of white matter lesions in brain MRI

Kadoury, Samuel, Erus, Guray, Zacharaki, Evangelia I., Paragios, Nikos, Davatzikos, Christos

Année:

2012

Langue:

english

Fichier:

PDF, 405 KB

english, 2012

18

Spatial Patterns of Structural Brain Changes in Type 2 Diabetic Patients and Their Longitudinal Progression With Intensive Control of Blood Glucose

Erus, Guray, Battapady, Harsha, Zhang, Tianhao, Lovato, James, Miller, Michael E., Williamson, Jeff D., Launer, Lenore J., Bryan, R. Nick, Davatzikos, Christos

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 1020 KB

english, 2015

19

Vascular risk factors, cerebrovascular reactivity, and the default-mode brain network

Haight, Thaddeus J., Bryan, R. Nick, Erus, Guray, Davatzikos, Christos, Jacobs, David R., D'Esposito, Mark, Lewis, Cora E., Launer, Lenore J.

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 500 KB

english, 2015

20

Design and methods of the NiCK study: neurocognitive assessment and magnetic resonance imaging analysis of children and young adults with chronic kidney disease

Hartung, Erum A, Laney, Nina, Kim, Ji Young, Ruebner, Rebecca L, Detre, John A, Liu, Hua-Shan, Davatzikos, Christos, Erus, Guray, Doshi, Jimit J, Schultz, Robert T, Herrington, John D, Jawad, Abbas F,

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 554 KB

english, 2015

21

MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection

Doshi, Jimit, Erus, Guray, Ou, Yangming, Resnick, Susan M., Gur, Ruben C., Gur, Raquel E., Satterthwaite, Theodore D., Furth, Susan, Davatzikos, Christos

Journal:

Année:

2015

Langue:

english

Fichier:

PDF, 1.75 MB

english, 2015

22

State and trait-dependent associations of vitamin d with brain function and structure during aging

Kueider, Alexandra M., Thambisetty, Madhav, Elango, Palchamy, Davatzikos, Christos, Guray, Erus, An, Yang, Tanaka, Toshiko, Kitner-Triolo, Melissa, Ferrucci, Luigi

Journal:

Alzheimer's & Dementia

Année:

2015

Langue:

english

Fichier:

PDF, 51 KB

english, 2015

23

White matter hyperintensities and imaging patterns of brain ageing in the general population

Habes, Mohamad, Erus, Guray, Toledo, Jon B., Zhang, Tianhao, Bryan, Nick, Launer, Lenore J., Rosseel, Yves, Janowitz, Deborah, Doshi, Jimit, Van der Auwera, Sandra, von Sarnowski, Bettina, Hegenscheid

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 1.37 MB

english, 2016

24

SPIE Proceedings [SPIE SPIE Medical Imaging - San Diego, California, USA (Saturday 15 February 2014)] Medical Imaging 2014: Image Processing - Brain abnormality segmentation based on l 1 -norm minimization

Ourselin, Sebastien, Styner, Martin A., Zeng, Ke, Erus, Guray, Tanwar, Manoj, Davatzikos, Christos

Année:

2014

Langue:

english

Fichier:

PDF, 400 KB

english, 2014

25

Abnormality detection via iterative deformable registration and basis-pursuit decomposition

Zeng, Ke, Erus, Guray, Sotiras, Aristeidis, Shinohara, Ruseell T., Davatzikos, Christos

Journal:

IEEE Transactions on Medical Imaging

Année:

2016

Langue:

english

Fichier:

PDF, 5.31 MB

english, 2016

26

White matter hyperintensities are more highly associated with preclinical Alzheimer's disease than imaging and cognitive markers of neurodegeneration

Kandel, Benjamin M., Avants, Brian B., Gee, James C., McMillan, Corey T., Erus, Guray, Doshi, Jimit, Davatzikos, Christos, Wolk, David A.

Journal:

Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring

Année:

2016

Langue:

english

Fichier:

PDF, 422 KB

english, 2016

27

Capturing heterogeneous group differences using mixture-of-experts: Application to a study of aging

Eavani, Harini, Hsieh, Meng Kang, An, Yang, Erus, Guray, Beason-Held, Lori, Resnick, Susan, Davatzikos, Christos

Journal:

Année:

2016

Langue:

english

Fichier:

PDF, 2.79 MB

english, 2016

28

NON-RESILIENT BRAIN AGING IN ASSOCIATION WITH CARDIOVASCULAR RISK AND WHITE MATTER HYPERINTENSITIES: THE SHIP STUDY

Habes, Mohamad, Guray, Erus, Toledo, Jon B., Zhang, Tianhao, Bryan, R.N., Janowitz, Deborah, Doshi, Jimit, von Sarnowski, Bettina, Hegenscheid, Katrin, Voelzke, Henry, Schminke, Ulf, Hoffmann, Wolfgan

Journal:

Alzheimer's & Dementia

Année:

2016

Langue:

english

Fichier:

PDF, 245 KB

english, 2016

29

Diagnostic potential of structural neuroimaging for depression from a multi-ethnic community sample

Sankar, Anjali, Zhang, Tianhao, Gaonkar, Bilwaj, Doshi, Jimit, Erus, Guray, Costafreda, Sergi G., Marangell, Lauren, Davatzikos, Christos, Fu, Cynthia H.Y.

Journal:

British Journal of Psychiatry Open

Année:

2016

Langue:

english

Fichier:

PDF, 1.06 MB

english, 2016

30

Differential Associations of Socioeconomic Status With Global Brain Volumes and White Matter Lesions in African American and White Adults

Waldstein, Shari R., Dore, Gregory A., Davatzikos, Christos, Katzel, Leslie I., Gullapalli, Rao, Seliger, Stephen L., Kouo, Theresa, Rosenberger, William F., Erus, Guray, Evans, Michele K., Zonderman,

Journal:

Psychosomatic Medicine

Année:

2017

Langue:

english

Fichier:

PDF, 212 KB

english, 2017

31

What Makes New Ischemic Lesions Symptomatic after Aortic Valve Replacement?

Leker, Ronen R., Messé, Steven R., Erus, Guray, Bilello, Michel, Fanning, Molly, Acker, Michael, Massaro, Allie, Kasner, Scott E., Floyd, Thomas

Journal:

Journal of Stroke and Cerebrovascular Diseases

Année:

2017

Langue:

english

Fichier:

PDF, 317 KB

english, 2017

32

Longitudinally and inter-site consistent multi-atlas based parcellation of brain anatomy using harmonized atlases

Erus, Guray, Doshi, Jimit, An, Yang, Verganelakis, Dimitris, Resnick, Susan M., Davatzikos, Christos

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 1.60 MB

english, 2018

33

OCCUPATIONAL COMPLEXITY IN EARLIER ADULTHOOD IS ASSOCIATED WITH BRAIN STRUCTURE AND COGNITIVE HEALTH IN MID-LIFE: THE CARDIA STUDY

Kaup, Allison R., Xia, Feng, Launer, Lenore J., Sidney, Stephen, Nasrallah, Ilya, Erus, Guray, Allen, Norrina, Yaffe, Kristine

Journal:

Alzheimer's & Dementia

Année:

2017

Langue:

english

Fichier:

PDF, 395 KB

english, 2017

34

Correlating Cognitive Decline with White Matter Lesion and Brain Atrophy Magnetic Resonance Imaging Measurements in Alzheimer’s Disease

Bilello, Michel, Doshi, Jimit, Nabavizadeh, S. Ali, Toledo, Jon B., Erus, Guray, Xie, Sharon X., Trojanowski, John Q., Han, Xiaoyan, Davatzikos, Christos

Journal:

Journal of Alzheimer's Disease

Année:

2015

Langue:

english

Fichier:

PDF, 349 KB

english, 2015

35

REGARDLESS OF THEIR LOCATION, WHITE MATTER HYPERINTENSITIES ARE ASSOCIATED WITH ADVANCED BRAIN AGING THROUGHOUT ADULTHOOD IN THE STUDY OF HEALTH IN POMERANIA

Habes, Mohamad, Erus, Guray, Toledo, Jon B., Bryan, R.N., Janowitz, Deborah, Doshi, Jimit, Voelzke, Henry, Schminke, Ulf, Hoffmann, Wolfgang, Grabe, Hans J., Wolk, David A., Davatzikos, Christos

Journal:

Alzheimer's & Dementia

Année:

2017

Langue:

english

Fichier:

PDF, 589 KB

english, 2017

36

MAPPING THE HETEROGENEITY OF NEUROANATOMY AND FUNCTIONAL CONNECTIVITY DEVIATION FROM TYPICAL BRAIN AGING: A PATTERN ANALYSIS AND MACHINE LEARNING STUDY

Eavani, Harini, Habes, Mohamad, An, Yang, Hsieh, Meng-Kang, Honnorat, Nicolas, Erus, Guray, Doshi, Jimit, Ferrucci, Luigi, Beason-Held, Lori L., Resnick, Susan M., Davatzikos, Christos

Journal:

Alzheimer's & Dementia

Année:

2017

Langue:

english

Fichier:

PDF, 464 KB

english, 2017

37

Brain Magnetic Resonance Imaging Findings in Children and Young Adults With CKD

Hartung, Erum A., Erus, Guray, Jawad, Abbas F., Laney, Nina, Doshi, Jimit J., Hooper, Stephen R., Radcliffe, Jerilynn, Davatzikos, Christos, Furth, Susan L.

Journal:

American Journal of Kidney Diseases

Année:

2018

Langue:

english

Fichier:

PDF, 505 KB

english, 2018

38

White matter microstructure, white matter lesions, and hypertension: An examination of early surrogate markers of vascular-related brain change in midlife

Haight, Thaddeus, Nick Bryan, R., Erus, Guray, Davatzikos, Christos, Hsieh, Meng-Kang, Nasrallah, Ilya, D'Esposito, Mark, Jacobs, David R., Lewis, Cora, Schreiner, Pamela, Sidney, Stephen, Meirelles,

Journal:

NeuroImage: Clinical

Année:

2018

Langue:

english

Fichier:

PDF, 1.08 MB

english, 2018

39

Heterogeneity of Structural and Functional Imaging Patterns of Advanced Brain Aging Revealed via Machine Learning Methods

Eavani, Harini, Habes, Mohamad, Satterthwaite, Theodore D., An, Yang, Hsieh, Meng-Kang, Honnorat, Nicolas, Erus, Guray, Doshi, Jimit, Ferrucci, Luigi, Beason-Held, Lori L., Resnick, Susan M., Davatzik

Journal:

Neurobiology of Aging

Année:

2018

Langue:

english

Fichier:

PDF, 2.60 MB

english, 2018

40

White matter lesions

Habes, Mohamad, Sotiras, Aristeidis, Erus, Guray, Toledo, Jon B., Janowitz, Deborah, Wolk, David A., Shou, Haochang, Bryan, Nick R., Doshi, Jimit, Völzke, Henry, Schminke, Ulf, Hoffmann, Wolfgang, Res

Journal:

Année:

2018

Langue:

english

Fichier:

PDF, 595 KB

english, 2018

41

Predictors of Neurodegeneration Differ between Cognitively Normal and Subsequently Impaired Older Adults

Armstrong, Nicole M., An, Yang, Beason-Held, Lori, Doshi, Jimit, Erus, Guray, Ferrucci, Luigi, Davatzikos, Christos, Resnick, Susan M.

Journal:

Neurobiology of Aging

Année:

2018

Langue:

english

Fichier:

PDF, 471 KB

english, 2018

42

Mitigating head motion artifact in functional connectivity MRI

Ciric, Rastko, Rosen, Adon F. G., Erus, Guray, Cieslak, Matthew, Adebimpe, Azeez, Cook, Philip A., Bassett, Danielle S., Davatzikos, Christos, Wolf, Daniel H., Satterthwaite, Theodore D.

Journal:

Nature Protocols

Année:

2018

Langue:

english

Fichier:

PDF, 1.84 MB

english, 2018

43

MULTIVARIATE PATTERN ANALYSIS ON A LONGITUDINAL COHORT OF COGNITIVELY NORMAL ELDERLY REVEALS DISTINCT STAGES OF REGIONAL AMYLOID DEPOSITION

Sotiras, Aristeidis, Bilgel, Murat, Erus, Guray, Chen, Yin Jie, Habes, Mohamad, Nasrallah, Ilya, Shou, Haochang, Wolk, David A., Resnick, Susan M., Davatzikos, Christos

Journal:

Alzheimer's & Dementia

Année:

2018

Langue:

english

Fichier:

PDF, 1.37 MB

english, 2018

44

IMAGING SIGNATURES OF AD, BRAIN AGING AND WHITE MATTER HYPERINTENSITIES SHOW DISSOCIABLE ASSOCIATIONS WITH COGNITIVE DECLINE IN HEALTHY SUBJECTS LONGITUDINALLY FOLLOWED IN ADNI

Habes, Mohamad, Erus, Guray, Sotiras, Aristeidis, Doshi, Jimit, Fan, Yong, Nasrallah, Ilya, Wolk, David A., Davatzikos, Christos

Journal:

Alzheimer's & Dementia

Année:

2018

Fichier:

PDF, 340 KB

2018

45

Sex differences in the association between amyloid and longitudinal brain volume change in cognitively normal older adults

Armstrong, Nicole M., Huang, Chiung-Wei, Williams, Owen A., Bilgel, Murat, An, Yang, Doshi, Jimit, Erus, Guray, Davatzikos, Christos, Wong, Dean F., Ferrucci, Luigi, Resnick, Susan M.

Journal:

NeuroImage: Clinical

Année:

2019

Langue:

english

Fichier:

PDF, 703 KB

english, 2019

46

Precision diagnostics based on machine learning-derived imaging signatures

Davatzikos, Christos, Sotiras, Aristeidis, Fan, Yong, Habes, Mohamad, Erus, Guray, Rathore, Saima, Bakas, Spyridon, Chitalia, Rhea, Gastounioti, Aimilia, Kontos, Despina

Journal:

Magnetic Resonance Imaging

Année:

2019

Langue:

english

Fichier:

PDF, 1.95 MB

english, 2019

47

Sociodemographic disparities in corticolimbic structures

Shaked, Danielle, Millman, Zachary B., Moody, Danielle L. Beatty, Rosenberger, William F., Shao, Hui, Katzel, Leslie I., Davatzikos, Christos, Gullapalli, Rao P., Seliger, Stephen L., Erus, Guray, Eva

Journal:

Année:

2019

Langue:

english

Fichier:

PDF, 1.30 MB

english, 2019

48

CSF-CAT: A COMPOSITE CSF Aβ AND TAU INDEX TOWARD RADIO-PATHOMICS OF ALZHEIMER’S DISEASE

Erus, Guray, Sotiras, Aristeidis, Habes, Mohamad, Doshi, Jimit, Davatzikos, Christos

Journal:

Alzheimer's & Dementia

Année:

2018

Fichier:

PDF, 1.21 MB

2018

49

RIGHT EAR ADVANTAGE: ASSOCIATION OF LATERALITY OF PERIPHERAL HEARING LOSS WITH TEMPORAL LOBE NEURODEGENERATION

Armstrong, Nicole, An, Yang, Doshi, Jimit, Erus, Guray, Ferrucci, Luigi, Davatzikos, Christos, Deal, Jennifer A., Lin, Frank R., Resnick, Susan M.

Journal:

Alzheimer's & Dementia

Année:

2018

Langue:

english

Fichier:

PDF, 230 KB

english, 2018

50

APOLIPOPROTEIN E4 GENOTYPE AND LONGITUDINAL CHANGES IN BRAIN STRUCTURE IN SUBSEQUENTLY IMPAIRED AND COGNITIVELY HEALTHY OLDER ADULTS

Armstrong, Nicole, An, Yang, Beason-Held, Lori L., Doshi, Jimit, Erus, Guray, Ferrucci, Luigi, Davatzikos, Christos, Resnick, Susan M.

Journal:

Alzheimer's & Dementia

Année:

2018

Langue:

english

Fichier:

PDF, 92 KB

english, 2018