Originalarbeiten

Poeppl TB, Donges MR, Mokros A, Rupprecht R, Fox PT, Laird AR, Bzdok D, Langguth B, Eickhoff SB. A view behind the mask of sanity: meta-analysis of aberrant brain activity in psychopaths. Mol Psychiatry 2018; doi: 10.1038/s41380-018-0122-5. [Epub ahead of print]

Alcalá-López D, Vogeley K, Binkofski F, Bzdok D. Building blocks of social cognition: Mirror, mentalize, share? Cortex 2018; doi: 10.1016/j.cortex.2018.05.006. [Epub ahead of print]

Klasen M, von Marschall C, Isman G, Zvyagintsev M, Gur RC, Mathiak K. Prosody production networks are modulated by sensory cues and social context. Soc Cogn Affect Neurosci. 2018 Mar 5. doi: 10.1093/scan/nsy015. [Epub ahead of print]

Bzdok D, Krzywinski M, Altman N. Machine learning: Supervised methods, SVM and kNN. Nat. Methods 2018; doi: hal-01657491. [Epub ahead of print]

Bzdok D, Schilbach L. Contempt – Where the modularity of the mind meets the modularity of the brain? Behavioral and Brain Sciences 2017; doi: 10.1017/S0140525X16000698 [Epub ahead of print]

Varoquaux G, Schwartz Y, Poldrack RA, Gauthier B, Bzdok D, Poline JB, Thirion B. Atlases of cognition with large-scale human brain mapping. PLoS Comput Biol 2018; 14(11): e1006565. eCollection

Kernbach JM, Yeo BTT, Smallwood J, Margulies DS, Thiebaut de Schotten M, Walter H, Sabuncu MR, Holmes AJ, Gramfort A, Varoquaux G, Thirion B, Bzdok D. Subspecialization within default mode nodes characterized in 10,000 UK Biobank participants. Proc Natl Acad Sci U S A 2018; 115(48): 12295-12300.

Lefort-Besnard J, Varoquaux G, Derntl B, Gruber O, Aleman A, Jardri R, Sommer I, Thirion B, Bzdok . Patterns of schizophrenia symptoms: hidden structure in the PANSS questionnaire. Transl Psychiatry. 2018; 8(1):237.

Hartwigsen G, Bzdok D. Multivariate single-subject analysis of short-term reorganization in the language network. Cortex 2018; 106: 309-312.

Kernbach JM, Satterthwaite TD, Bassett DS, Smallwood J, Margulies D, Krall S, Shaw P, Varoquaux G, Thirion B, Konrad K, Bzdok D. Shared endo-phenotypes of default mode dsfunction in attention deficit/hyperactivity disorder and autism spectrum disorder. Transl Psychiatry 2018; 8(1): 133.

Bzdok D, Karrer TM, Habel U, Schneider F. Big-Data-Ansätze in der Psychiatrie: Beispiele aus der Depressionsforschung [Big data approaches in psychiatry: examples in depression research]. Nervenarzt 2018; 89(8): 869-874.

Waller L, Brovkin A, Dorfschmidt L, Bzdok D, Walter H, Kruschwitz JD. GraphVar 2.0: A user-friendly toolbox for machine learning on functional connectivity measures. J Neurosci Methods 2018; 308: 21-33.

Alcalá-López D, Smallwood J, Jefferies E, Van Overwalle F, Vogeley K, Mars RB, Turetsky BI, Laird AR, Fox PT, Eickhoff SB, Bzdok D. Computing the Social Brain Connectome Across Systems and States. Cereb Cortex 2018; 28(7): 2207-2232.

Wang HT, Bzdok D, Margulies D, Craddock C, Milham M, Jefferies E, Smallwood J. Patterns of thought: Population variation in the associations between large-scale network organisation and self-reported experiences at rest. Neuroimage 2018; 176: 518-527.

Horoufchin H, Bzdok D, Buccino G, Borghi AM, Binkofski F. Action and object words are differentially anchored in the sensory motor system - A perspective on cognitive embodiment. Sci Rep. 2018; 8(1): 6583.

Bzdok D, Altman N, Krzywinski M. Points of Significance: Statistics versus machine learning. Nat Methods 2018; 15(4): 233–234.

Bzdok D, Meyer-Lindenberg A. Machine Learning for Precision Psychiatry: Opportunities and Challenges. Biol Psychiatry Cogn Neurosci Neuroimaging 2018; 3(3): 223-230.

Hamesch K, Heimes C, Mandorfer M, Moeller L, Pereira V, Pons M, Reichert M, Woditsch V, Voß J, Bretag T, Spivak I, Arslanow A, Krawczyk M, Wetzel M, Siegmund B, Aigner E, Schaefer B, Zoller H, Reiberger T, Yagmur E, Gleiber W, Bals R, Koczulla A, Miravittles M, Janciauskiene S, Bzdok D, Genesca J, Lammert F, Trauner M, Krag A, Trautwein C, Strnad P. Liver Fibrosis and Metabolic Alterations in Adults with Homozygous Alpha1-antitrypsin Deficiency (PiZZ Genotype). Z Gastroenterol 2018; 56(01): E2-E89.

Bzdok D, Krzywinski, Altman N. Points of significance: Machine Learning: supervised methods. Nat Methods 2018; 15: 5-6.

Wang HT, Poerio G, Murphy C, Bzdok D, Jefferies E, Smallwood J. Dimensions of Experience: Exploring the Heterogeneity of the Wandering Mind. Psychol Sci 2018; 29(1): 56-71.

Lefort-Besnard J, Basset D, Smallwood J, Margulies D, Derntl B, Gruber O, Aleman A, Jardri E, Varoquaux G, Thirion B, Eickhoff S, Bzdok D. Different shades of default mode disturbance in schizophrenia: Subnodal covariance estimation in structure and function. Hum Brain Mapp 2018; 39(2): 644-661.

Hartwigsen G, Bzdok D, Klein M, Wawrzyniak M, Stockert A, Wrede K, Classen J, Saur D. Rapid short-term reorganization in the language network. Elife 2017; 24: 6.

Bzdok D, Krzywinski M, Altman N. Points of Significance: Machine learning: a primer. Nature Methods 2017; 14: 1119–1120.

Bzdok D. Classical Statistics and Statistical Learning in Imaging Neuroscience. Front Neurosci 2017; 11: 543.

Vatansever D, Bzdok D, Wang HT, Mollo G, Sormaz M, Murphy C, Karapanagiotidis T, Smallwood J, Jefferies E. Varieties of semantic cognition revealed through simultaneous decomposition of intrinsic brain connectivity and behaviour. Neuroimage 2017; 158: 1-11.

Bzdok D, Varoquaux G, Thirion B. Neuroimaging Research: From Null-Hypothesis Falsification to Out-of-Sample Generalization Educational and Psychological Measurement 2017; 77(5): 868-880.

Rahim M, Thirion B, Bzdok D, Buvat I, Varoquaux G. Joint prediction of multiple scores captures better individual traits from brain images. Neuroimage 2017; 158: 145-154.

Bzdok D, Yeo BTT. Inference in the age of big data: Future perspectives on neuroscience. Neuroimage 2017; 155: 549-564.

Poeppl TB, Langguth B, Rupprecht R, Safron A, Bzdok D, Laird AR, Eickhoff SB. The neural basis of sex differences in sexual behavior: A quantitative meta-analysis. Front Neuroendocrinol. 2016; 43: 28-43.

Poeppl TB, Müller VI, Hoffstaedter F, Bzdok D, Laird AR, Fox PT, Langguth B, Rupprecht R, Sorg C, Riedl V, Goya-Maldonado R, Gruber O, Eickhoff SB. Imbalance in subregional connectivity of the right temporoparietal junction in major depression. Hum Brain Mapp 2016; 37(8): 2931-42.

Bludau S, Bzdok D, Gruber O, Kohn N, Riedl V, Sorg C, Palomero-Gallagher N, Müller VI, Hoffstaedter F, Amunts K, Eickhoff SB. Medial Prefrontal Aberrations in Major Depressive Disorder Revealed by Cytoarchitectonically Informed Voxel-Based Morphometry. Am J Psychiatry 2016; 173(3): 291-8.

Bzdok D, Hartwigsen G, Reid A, Laird AR, Fox PT, Eickhoff SB. Left inferior parietal lobe engagement in social cognition and language. Neurosci Biobehav Rev 2016; 68: 319-334.

Bzdok D, Varoquaux G, Grisel O, Eickenberg M, Poupon C, Thirion B. Formal Models of the Network Co-occurrence Underlying Mental Operations. PLoS Comput Biol 2016; 12(6): e1004994.

Eickhoff SB, Laird AR, Fox PT, Bzdok D, Hensel L. Functional Segregation of the Human Dorsomedial Prefrontal Cortex. Cereb Cortex 2016; 26(1): 304-21.

Eickhoff SB, Nichols TE, Laird AR, Hoffstaedter F, Amunts K, Fox PT, Bzdok D, Eickhoff CR. Behavior, sensitivity, and power of activation likelihood estimation characterized by massive empirical simulation. Neuroimage 2016; 137: 70-85.

Reid AT, Bzdok D, Genon S, Langner R, Müller VI, Eickhoff CR, Hoffstaedter F, Cieslik EC, Fox PT, Laird AR, Amunts K, Caspers S, Eickhoff SB. ANIMA: A data-sharing initiative for neuroimaging meta-analyses. Neuroimage 2016; 124(Pt B): 1245-53.

Reid AT, Bzdok D, Langner R, Fox PT, Laird AR, Amunts K, Eickhoff SB, Eickhoff CR. Multimodal connectivity mapping of the human left anterior and posterior lateral prefrontal cortex. Brain Struct Funct 2016; 221(5): 2589-605.

► frühere Originalarbeiten (Auswahl)

Bzdok D, Eickenberg M, Grisel O, Thirion B, Varoquaux G. Semi-supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data. Advances in Neural Information Processing Systems, 2015.

Bzdok D, Heeger A, Langner R, Laird AR, Fox PT, Palomero-Gallagher N, Vogt BA, Zilles K, Eickhoff SB. Subspecialization in the human posterior medial cortex. Neuroimage 2015; 106: 55-71.

Eickhoff SB, Thirion B, Varoquaux G, Bzdok D. Connectivity-based parcellation: Critique and implications. Hum Brain Mapp 2015; 36(12): 4771-92.

Hensel L, Bzdok D, Müller VI, Zilles K, Eickhoff SB. Neural Correlates of Explicit Social Judgments on Vocal Stimuli. Cereb Cortex 2015 ; 25(5): 1152-62

Krall SC, Rottschy C, Oberwelland E, Bzdok D, Fox PT, Eickhoff SB, Fink GR, Konrad K. The role of the right temporoparietal junction in attention and social interaction as revealed by ALE meta-analysis. Brain Struct Funct 2015; 220(2): 587-604.

Bzdok D, Laird AR, Zilles K, Fox PT, Eickhoff SB. An investigation of the structural, connectional, and functional subspecialization in the human amygdala.
Hum Brain Mapp. 2013; 34(12): 3247-66.

Bzdok D, Schilbach L, Vogeley K, Schneider K, Laird A, Langner R, Eickhoff SB. Parsing the neural correlates of moral cognition: ALE meta-analysis on morality, theory of mind, and empathy. Brain Structure & Function 2012; 217(4): 783-796.

Bzdok D, Langner R, Hoffstaedter F, Turetsky B, Zilles K, Eickhoff SB. The modular neuroarchitecture of social judgments on faces. Cerebral Cortex 2011; 22: 951-961.

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