Bzdok, Danilo

Statistics versus machine learning

Bzdok, D., Altman, N., & Krzywinski, M. (2018) · Nature Methods

Statistical Methods and ApplicationsMachine Learning and Algorithms

Cited by 1,508

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

Vasey, B., Nagendran, M., Campbell, B., Clifton, D. A., Collins, G. S., Denaxas, S., Denniston, A. K., Faes, L., Geerts, B., Ibrahim, M., et al. (2022) · Nature Medicine

Artificial Intelligence in Healthcare and EducationMeta-analysis and systematic reviews

Cited by 1,039

The default mode network in cognition: a topographical perspective

Smallwood, J., Bernhardt, B. C., Leech, R., Bzdok, D., Jefferies, E., & Margulies, D. S. (2021) · Nature Reviews Neuroscience

Functional Brain Connectivity StudiesMind wandering and attention

Cited by 935

Behavior, sensitivity, and power of activation likelihood estimation characterized by massive empirical simulation

Eickhoff, S. B., Nichols, T. E., Laird, A. R., Hoffstaedter, F., Amunts, K., Fox, P. T., Bzdok, D., & Eickhoff, C. R. (2016) · NeuroImage

Functional Brain Connectivity StudiesMeta-analysis and systematic reviews

Cited by 683

Parsing the neural correlates of moral cognition: ALE meta-analysis on morality, theory of mind, and empathy

Bzdok, D., Schilbach, L., Vogeley, K., Schneider, K., Laird, A. R., Langner, R., & Eickhoff, S. B. (2012) · Brain Structure and Function

Psychology of Moral and Emotional JudgmentNeural and Behavioral Psychology Studies

Cited by 653

Co-activation patterns distinguish cortical modules, their connectivity and functional differentiation

Eickhoff, S. B., Bzdok, D., Laird, A. R., Roski, C., Caspers, S., Zilles, K., & Fox, P. T. (2011) · NeuroImage

Functional Brain Connectivity StudiesAdvanced Neuroimaging Techniques and Applications

Cited by 484

An improved neuroanatomical model of the default-mode network reconciles previous neuroimaging and neuropathological findings

Alves, P. N., Foulon, C., Karolis, V., Bzdok, D., Margulies, D. S., Volle, E., & Thiebaut de Schotten, M. (2019) · Communications Biology

Functional Brain Connectivity StudiesAdvanced Neuroimaging Techniques and Applications

Cited by 357

The role of the right temporoparietal junction in attention and social interaction as revealed by ALE meta-analysis

Krall, S. C., Rottschy, C., Oberwelland, E., Bzdok, D., Fox, P. T., Eickhoff, S. B., Fink, G. R., & Konrad, K. (2015) · Brain Structure and Function

Child and Animal Learning DevelopmentAction Observation and Synchronization

Cited by 351

Autism spectrum heterogeneity: fact or artifact?

Mottron, L., & Bzdok, D. (2020) · Molecular Psychiatry

Autism Spectrum Disorder ResearchChild Nutrition and Feeding Issues

Cited by 332

Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets

Schulz, M.-A., Yeo, B. T. T., Vogelstein, J. T., Mourao-Miranada, J., Kather, J. N., Kording, K., Richards, B., & Bzdok, D. (2020) · Nature Communications

Machine Learning in HealthcareNeural Networks and Applications

Cited by 315

Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics

He, T., Kong, R., Holmes, A. J., Nguyen, M., Sabuncu, M. R., Eickhoff, S. B., Bzdok, D., Feng, J., & Yeo, B. T. T. (2020) · NeuroImage

Functional Brain Connectivity StudiesAdvanced Neuroimaging Techniques and Applications

Cited by 271

The Neurobiology of Social Distance

Bzdok, D., & Dunbar, R. I. M. (2020) · Trends in Cognitive Sciences

Neuroendocrine regulation and behaviorDeath Anxiety and Social Exclusion

Cited by 258

Machine learning: A primer

Bzdok, D., Krzywinski, M., & Altman, N. (2017) · Nature Methods

Machine Learning and AlgorithmsData Mining and Machine Learning Applications

Cited by 246

The default network of the human brain is associated with perceived social isolation

Spreng, R. N., Dimas, E., Mwilambwe-Tshilobo, L., Dagher, A., Koellinger, P., Nave, G., Ong, A., Kernbach, J. M., Wiecki, T. V., Ge, T., et al. (2020) · Nature Communications

Functional Brain Connectivity StudiesHealth disparities and outcomes

Cited by 236

Segregation of the human medial prefrontal cortex in social cognition

Bzdok, D., Langner, R., Schilbach, L., Engemann, D. A., Laird, A. R., Fox, P. T., & Eickhoff, S. B. (2013) · Frontiers in Human Neuroscience

Functional Brain Connectivity StudiesNeural and Behavioral Psychology Studies

Cited by 229

Definition and characterization of an extended social-affective default network

Amft, M., Bzdok, D., Laird, A. R., Fox, P. T., Schilbach, L., & Eickhoff, S. B. (2015) · Brain Structure and Function

Functional Brain Connectivity StudiesMind wandering and attention

Cited by 208

ALE meta-analysis on facial judgments of trustworthiness and attractiveness

Bzdok, D., Langner, R., Caspers, S., Kurth, F., Habel, U., Zilles, K., Laird, A., & Eickhoff, S. B. (2011) · Brain Structure and Function

Face Recognition and PerceptionEvolutionary Psychology and Human Behavior

Cited by 183

Networks of task co-activations

Laird, A. R., Eickhoff, S. B., Rottschy, C., Bzdok, D., Ray, K. L., & Fox, P. T. (2013) · NeuroImage

Functional Brain Connectivity StudiesAdvanced Neuroimaging Techniques and Applications

Cited by 168

Functional segregation of the human dorsomedial prefrontal cortex

Eickhoff, S. B., Laird, A. R., Fox, P. T., Bzdok, D., & Hensel, L. (2016) · Cerebral Cortex

Functional Brain Connectivity StudiesNeural and Behavioral Psychology Studies

Cited by 159

Dark control: The default mode network as a reinforcement learning agent

Dohmatob, E., Dumas, G., & Bzdok, D. (2020) · Human Brain Mapping

Functional Brain Connectivity StudiesNeural and Behavioral Psychology Studies

Cited by 121

Social isolation and the brain in the pandemic era

Bzdok, D., & Dunbar, R. I. M. (2022) · Nature Human Behaviour

COVID-19 and Mental HealthDeath Anxiety and Social Exclusion

Cited by 100

10,000 social brains: Sex differentiation in human brain anatomy

Kiesow, H., Dunbar, R. I. M., Kable, J. W., Kalenscher, T., Vogeley, K., Schilbach, L., Marquand, A. F., Wiecki, T. V., & Bzdok, D. (2020) · Science Advances

Evolutionary Psychology and Human BehaviorSex and Gender in Healthcare

Cited by 89

Shared endo-phenotypes of default mode dysfunction in attention deficit/hyperactivity disorder and autism spectrum disorder

Kernbach, J. M., Satterthwaite, T. D., Bassett, D. S., Smallwood, J., Margulies, D., Krall, S., Shaw, P., Varoquaux, G., Thirion, B., Konrad, K., et al. (2018) · Translational Psychiatry

Functional Brain Connectivity StudiesAttention Deficit Hyperactivity Disorder

Cited by 81

Medial prefrontal aberrations in major depressive disorder revealed by cytoarchitectonically informed voxel-based morphometry

Bludau, S., Bzdok, D., Gruber, O., Kohn, N., Riedl, V., Sorg, C., Palomero-Gallagher, N., Müller, V. I., Hoffstaedter, F., Amunts, K., et al. (2016) · American Journal of Psychiatry

Treatment of Major DepressionNeural and Behavioral Psychology Studies

Cited by 67