Risultati della ricerca - Christos Davatzikos

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  1. 1
    Degenerative Age Changes in White Matter Connectivity Visualized In Vivo using Magnetic Resonance Imaging

    Degenerative Age Changes in White Matter Connectivity Visualized In Vivo using Magnetic Resonance Imaging di Christos Davatzikos

    Pubblicazione 2002
    Testo Testo
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  2. 2
    Sex differences in anatomic measures of interhemispheric connectivity: correlations with cognition in women but not men

    Sex differences in anatomic measures of interhemispheric connectivity: correlations with cognition in women but not men di Christos Davatzikos

    Pubblicazione 1998
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  3. 3
    Machine learning in neuroimaging: Progress and challenges

    Machine learning in neuroimaging: Progress and challenges di Christos Davatzikos

    Pubblicazione 2018
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    Editorial
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  4. 4
    Analytic estimation of statistical significance maps for support vector machine based multi-variate image analysis and classification

    Analytic estimation of statistical significance maps for support vector machine based multi-variate image analysis and classification di Bilwaj Gaonkar, Christos Davatzikos

    Pubblicazione 2013
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  5. 5
    Interpreting support vector machine models for multivariate group wise analysis in neuroimaging

    Interpreting support vector machine models for multivariate group wise analysis in neuroimaging di Bilwaj Gaonkar, Russell T. Shinohara, Christos Davatzikos

    Pubblicazione 2015
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  6. 6
    Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: Results from ADNI☆

    Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: Results from ADNI☆ di Chandan Misra, Fan Yang, Christos Davatzikos

    Pubblicazione 2008
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  7. 7
    HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework

    HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework di Erdem Varol, Aristeidis Sotiras, Christos Davatzikos

    Pubblicazione 2016
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  8. 8
    Bias in machine learning models can be significantly mitigated by careful training: Evidence from neuroimaging studies

    Bias in machine learning models can be significantly mitigated by careful training: Evidence from neuroimaging studies di Rongguang Wang, Pratik Chaudhari, Christos Davatzikos

    Pubblicazione 2023
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  9. 9
    Finding imaging patterns of structural covariance via Non-Negative Matrix Factorization

    Finding imaging patterns of structural covariance via Non-Negative Matrix Factorization di Aristeidis Sotiras, Susan M. Resnick, Christos Davatzikos

    Pubblicazione 2014
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  10. 10
    Diffusion Tensor Image Registration Using Tensor Geometry and Orientation Features

    Diffusion Tensor Image Registration Using Tensor Geometry and Orientation Features di Jinzhong Yang, Dinggang Shen, Christos Davatzikos, Ragini Verma

    Pubblicazione 2008
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  11. 11
    Investigating machine learning techniques for MRI-based classification of brain neoplasms

    Investigating machine learning techniques for MRI-based classification of brain neoplasms di Evangelia I. Zacharaki, Vasileios G. Kanas, Christos Davatzikos

    Pubblicazione 2011
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  12. 12
    Semi-supervised Pattern Classification: Application to Structural MRI of Alzheimer's Disease

    Semi-supervised Pattern Classification: Application to Structural MRI of Alzheimer's Disease di Dong Hye Ye, Kilian M. Pohl, Christos Davatzikos

    Pubblicazione 2011
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  13. 13
    Heterogeneity of Structural Brain Changes in Subtypes of Schizophrenia Revealed Using Magnetic Resonance Imaging Pattern Analysis

    Heterogeneity of Structural Brain Changes in Subtypes of Schizophrenia Revealed Using Magnetic Resonance Imaging Pattern Analysis di Tao Zhang, Nikolaos Koutsouleris, Eva Meisenzahl, Christos Davatzikos

    Pubblicazione 2014
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  14. 14
    CHIMERA: Clustering of Heterogeneous Disease Effects via Distribution Matching of Imaging Patterns

    CHIMERA: Clustering of Heterogeneous Disease Effects via Distribution Matching of Imaging Patterns di Aoyan Dong, Nicolas Honnorat, Bilwaj Gaonkar, Christos Davatzikos

    Pubblicazione 2015
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  15. 15
    PDE-constrained optimization in medical image analysis

    PDE-constrained optimization in medical image analysis di Andreas Mang, Amir Gholami, Christos Davatzikos, George Biros

    Pubblicazione 2018
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  16. 16
    Cross-sectional and longitudinal association of body mass index and brain volume

    Cross-sectional and longitudinal association of body mass index and brain volume di Jennifer F. Bobb, Brian S. Schwartz, Christos Davatzikos, Brian Caffo

    Pubblicazione 2012
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  17. 17
    Structural and functional biomarkers of prodromal Alzheimer's disease: A high-dimensional pattern classification study

    Structural and functional biomarkers of prodromal Alzheimer's disease: A high-dimensional pattern classification study di Yong Fan, Susan M. Resnick, Xiaoying Wu, Christos Davatzikos

    Pubblicazione 2008
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  18. 18
    Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline

    Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline di Yong Fan, Kayhan Batmanghelich, Chris M. Clark, Christos Davatzikos

    Pubblicazione 2007
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  19. 19
    Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index

    Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index di Christos Davatzikos, Feng Xu, Youzhong An, Yong Fan, Susan M. Resnick

    Pubblicazione 2009
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  20. 20
    Imaging signatures of glioblastoma molecular characteristics: A radiogenomics review

    Imaging signatures of glioblastoma molecular characteristics: A radiogenomics review di Anahita Fathi Kazerooni, Spyridon Bakas, Hamidreza Saligheh Rad, Christos Davatzikos

    Pubblicazione 2019
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