Mila > Team > Danilo Bzdok

Danilo Bzdok

Associate Academic Member
Associate Academic Member
Associate Professor, McGill University, Canada CIFAR AI Chair

Danilo Bzdok joined the Department of Biomedical Engineering in the Faculty of Medicine at McGill University in November 2019. He held a previous appointment as an Assistant Professor at RWTH University in Aachen, Germany, and as a Visiting Professor at INRIA Saclay near Paris, France. His research is on machine learning, population systems neuroscience, and computational statistics that are integrated towards deepening our understanding of the neurobiology of human intelligence.

Selected recent honors:

  • Top 1% most cited researcher, across fields, Clarivate
  • Rising Star, Bill and Melinda Gates Foundation, 2018
  • Rising Star, American Psychological Society, 2017

Publications

2021-11

Loneliness is linked to specific subregional alterations in hippocampus-default network co-variation.
Chris Zajner, R. Nathan Spreng and Danilo Bzdok
Journal of Neurophysiology
(2021-11-24)
journals.physiology.org
Meta-topologies define distinct anatomical classes of brain tumors linked to histology and survival
J. M. Kernbach, D. Delev, G. Neuloh, H. Clusmann, D. Bzdok, S. B. Eickhoff, V. E. Staartjes, F. Vasella, M. Weller, L. Regli, C. Serra, N. Krayenbuehl and K. Akeret
medRxiv
(2021-11-21)
www.medrxiv.orgPDF
The meaning of significant mean group differences for biomarker discovery.
Eva Loth, Jumana Ahmad, Chris Chatham, Beatriz López, Ben Carter, Daisy Crawley, Bethany Oakley, Hannah Hayward, Jennifer Cooke, Antonia San José Cáceres, Danilo Bzdok, Emily Jones, Tony Charman, Christian Beckmann, Thomas Bourgeron, Roberto Toro, Jan Buitelaar, Declan Murphy and Guillaume Dumas
PLOS Computational Biology
(2021-11-18)
pubmed.ncbi.nlm.nih.gov
Lesions in putative language and attention regions are linked to more severe strokes in patients with higher white matter hyperintensity burden
Anna K. Bonkhoff, Sungmin Hong, Martin Bretzner, Markus D. Schirmer, Robert W. Regenhardt, E. Murat Arsava, Kathleen L. Donahue, Marco J. Nardin, Adrian V. Dalca, Anne-Katrin Giese, Mark R. Etherton, Brandon L. Hancock, Steven J. T. Mocking, Elissa C. McIntosh, John Attia, Oscar R. Benavente, John W. Cole, Amanda Donatti, Christoph J. Griessenauer, Laura Heitsch... (38 more)
medRxiv
(2021-11-09)
www.medrxiv.org

2021-10

Population modeling with machine learning can enhance measures of mental health.
Kamalaker Dadi, Gaël Varoquaux, Josselin Houenou, Danilo Bzdok, Bertrand Thirion and Denis Engemann
Diagnosing as autistic people increasingly distant from prototypes lead neither to clinical benefit nor to the advancement of knowledge.
Laurent Mottron and Danilo Bzdok
Molecular Psychiatry
(2021-10-12)
www.nature.com
Label scarcity in biomedicine: Data-rich latent factor discovery enhances phenotype prediction
Marc-Andre Schulz, Bertrand Thirion, Alexandre Gramfort, Gaël Varoquaux and Danilo Bzdok
arXiv preprint arXiv:2110.06135
(2021-10-12)
ui.adsabs.harvard.eduPDF
A cognitive fingerprint in human random number generation.
Marc-André Schulz, Sebastian Baier, Benjamin Timmermann, Danilo Bzdok and Karsten Witt
Scientific Reports
(2021-10-12)
europepmc.org

2021-09

Social isolation is linked to classical risk factors of Alzheimer's disease-related dementias
Kimia Shafighi, Sylvia Villeneuve, Pedro Rosa-Neto, AmanPreet Badhwar, Judes Poirier, Vaibhav Sharma, Yasser Iturria-Medina, Patricia P Silveira, Laurette Dube, David Glahn and Danilo Bzdok
bioRxiv
(2021-09-15)
www.biorxiv.orgPDF
Connectivity alterations in autism reflect functional idiosyncrasy.
Oualid Benkarim, Casey Paquola, Bo-yong Park, Seok-Jun Hong, Jessica Royer, Reinder Vos de Wael, Sara Lariviere, Sofie L. Valk, Danilo Bzdok, Laurent Mottron and Boris C. Bernhardt
Communications Biology
(2021-09-15)
europepmc.orgPDF
Decision Models and Technology Can Help Psychiatry Develop Biomarkers.
Daniel S Barron, Justin T Baker, Kristin S Budde, Danilo Bzdok, Simon B Eickhoff, Karl J Friston, Peter T Fox, Paul Geha, Stephen Heisig, Avram Holmes, Jukka-Pekka Onnela, Albert Powers, David Silbersweig and John H Krystal
Frontiers in Psychiatry
(2021-09-09)
www.frontiersin.org
Home alone: A population neuroscience investigation of brain morphology substrates
MaryAnn Noonan, Chris Zajner and Danilo Bzdok
bioRxiv
(2021-09-07)
www.biorxiv.orgPDF
Social belonging: Brain structure and function is linked to membership in sports teams, religious groups and social clubs
Carolin Kieckhaefer, Leonhard Schilbach and Danilo Bzdok
bioRxiv
(2021-09-07)
www.biorxiv.orgPDF

2021-08

Variability in Brain Structure and Function Reflects Lack of Peer Support
Matthias Schurz, Lucina Q Uddin, Philipp Kanske, Claus Lamm, Jérôme Sallet, Boris C Bernhardt, Rogier B Mars and Danilo Bzdok
Cerebral Cortex
(2021-08-26)
academic.oup.com
Subjective social isolation is linked to subregional alterations in hippocampus-default network co-variation
Chris Zajner, Robert Nathan Spreng and Danilo Bzdok
bioRxiv
(2021-08-19)
www.biorxiv.orgPDF
Lacking social support is associated with structural divergences in hippocampus-default network co-variation patterns
Chris Zajner, Nathan Spreng and Danilo Bzdok
bioRxiv
(2021-08-19)
www.biorxiv.orgPDF

2021-07

Educating the future generation of researchers: A cross-disciplinary survey of trends in analysis methods
Taylor Bolt, Jason S. Nomi, Danilo Bzdok and Lucina Q. Uddin
PLOS Biology
(2021-07-29)
www.ncbi.nlm.nih.gov
Human brain anatomy reflects separable genetic and environmental components of socioeconomic status
Hyeokmoon Kweon, Gökhan Aydogan, Alain Dagher, Danilo Bzdok, Christian C. Ruff, Gideon Nave, Martha J. Farah and Philipp D. Koellinger
bioRxiv
(2021-07-29)
www.biorxiv.orgPDF
Effects of eight neuropsychiatric copy number variants on human brain structure.
Claudia Modenato, Kuldeep Kumar, Clara Moreau, Sandra Martin-Brevet, Guillaume Huguet, Catherine Schramm, Martineau Jean-Louis, Charles-Olivier Martin, Nadine Younis, Petra Tamer, Elise Douard, Fanny Thébault-Dagher, Valérie Côté, Audrey-Rose Charlebois, Florence Deguire, Anne M Maillard, Borja Rodriguez-Herreros, Aurèlie Pain, Sonia Richetin, Lester Melie-Garcia... (12 more)
Translational Psychiatry
(2021-07-20)
www.nature.comPDF
Trips and Neurotransmitters: Discovering Principled Patterns across 6,850 Hallucinogenic Experiences
Ballentine G, Friedman Sf and Bzdok D
bioRxiv
(2021-07-14)
europepmc.orgPDF
Large-Scale Intrinsic Functional Brain Organization Emerges from Three Canonical Spatiotemporal Patterns
Taylor Bolt, Jason Nomi, Danilo Bzdok, Catie Chang, B.T. Yeo, Lucina Uddin and Shella Keilholz
bioRxiv
(2021-07-13)
europepmc.orgPDF
How does hemispheric specialization contribute to human-defining cognition?
Gesa Hartwigsen, Yoshua Bengio and Danilo Bzdok
Neuron
(2021-07-07)
europepmc.org
The default mode network in cognition: a topographical perspective.
Jonathan Smallwood, Boris C Bernhardt, Robert Leech, Danilo Bzdok, Elizabeth Jefferies and Daniel S Margulies
Nature Reviews Neuroscience
(2021-07-05)
www-nature-com-443.webvpn.bjmu.tsg211.com

2021-06

The Cost of Untracked Diversity in Brain-Imaging Prediction
Benkarim O, Paquola C, Park B, Kebets, Hong S, Vos de Wael R, Zhang S, Yeo Bt, Eickenberg M, Ge T, Poline J, Bernhardt B and Bzdok D
bioRxiv
(2021-06-17)
www.biorxiv.orgPDF
Dissecting the midlife crisis: disentangling social, personality and demographic determinants in social brain anatomy.
Hannah Kiesow, Lucina Q Uddin, Boris C Bernhardt, Joseph Kable and Danilo Bzdok
Outcome after acute ischemic stroke is linked to sex-specific lesion patterns.
Anna K. Bonkhoff, Markus D. Schirmer, Martin Bretzner, Sungmin Hong, Robert W. Regenhardt, Mikael Brudfors, Kathleen L. Donahue, Marco J. Nardin, Adrian V. Dalca, Anne-Katrin Giese, Mark R. Etherton, Brandon L. Hancock, Steven J. T. Mocking, Elissa C. McIntosh, John Attia, Oscar R. Benavente, Stephen Bevan, John W. Cole, Amanda Donatti, Christoph J. Griessenauer... (37 more)
Nature Communications
(2021-06-02)
europepmc.orgPDF

2021-05

Publisher Correction: The default network of the human brain is associated with perceived social isolation
R. Nathan Spreng, Emile Dimas, Laetitia Mwilambwe-Tshilobo, Alain Dagher, Philipp Koellinger, Gideon Nave, Anthony Ong, Julius M. Kernbach, Thomas V. Wiecki, Tian Ge, Yue Li, Avram J. Holmes, B. T. Thomas Yeo, Gary R. Turner, Robin I. M. Dunbar and Danilo Bzdok
Nature Communications
(2021-05-21)
www-nature-com-443.webvpn.bjmu.tsg211.com
Phenotypical predictors of pregnancy-related restless legs syndrome and their association with basal ganglia and the limbic circuits
Natalia Chechko, Jeremy Lefort-Besnard, Tamme W Goecke, Markus Frensch, Patricia Schnakenberg, Susanne Stickel and Danilo Bzdok
Scientific Reports
(2021-05-11)
europepmc.org

2021-04

Multi-tract multi-symptom relationships in pediatric concussions
Guberman Gi, Stojanovski S, Nishat E, Ptito A, Bzdok D, Wheeler A and Descoteaux M
medRxiv
(2021-04-07)
europepmc.orgPDF

2021-03

Functional architecture of the aging brain
Setton R, Mwilambwe-Tshilobo L, Girn M, Lockrow Aw, Baracchini G, Lowe Aj, Cassidy Bn, Li J, Luh W, Bzdok D, Leahy Rm, Ge T, Margulies Ds, Misic B, Bernhardt Bc, Dale Stevens W, Brigard Fd, Kundu P, Turner Gr and Nathan Spreng R
bioRxiv
(2021-03-31)
europepmc.orgPDF
Fasting alters the gut microbiome reducing blood pressure and body weight in metabolic syndrome patients.
András Maifeld, Hendrik Bartolomaeus, Ulrike Löber, Ellen G. Avery, Nico Steckhan, Lajos Markó, Nicola Wilck, Ibrahim Hamad, Urša Šušnjar, Anja Mähler, Christoph Hohmann, Chia-Yu Chen, Holger Cramer, Gustav Dobos, Till Robin Lesker, Till Strowig, Ralf Dechend, Danilo Bzdok, Markus Kleinewietfeld, Andreas Michalsen... (2 more)
Nature Communications
(2021-03-30)
europepmc.org
Loneliness and Neurocognitive Aging
R. Nathan Spreng and Danilo Bzdok
Advances in Geriatric Medicine and Research
(2021-03-29)
europepmc.orgPDF
Mapping gene transcription and neurocognition across human neocortex.
Justine Y Hansen, Ross D Markello, Jacob W Vogel, Jakob Seidlitz, Danilo Bzdok and Bratislav Misic
Nature Human Behaviour
(2021-03-25)
europepmc.org
The neural correlates of ongoing conscious thought.
Jonathan Smallwood, Adam Turnbull, Hao-ting Wang, Nerissa S.P. Ho, Giulia L. Poerio, Theodoros Karapanagiotidis, Delali Konu, Brontë Mckeown, Meichao Zhang, Charlotte Murphy, Deniz Vatansever, Danilo Bzdok, Mahiko Konishi, Robert Leech, Paul Seli, Jonathan W. Schooler, Boris Bernhardt, Daniel S. Margulies and Elizabeth Jefferies
iScience
(2021-03-19)
europepmc.org
Non-linearity matters: a deep learning solution to generalization of hidden brain patterns across population cohorts
Zabihi M, Kia Sm, Wolfers T, Dinga R, Llera A, Bzdok D, Beckmann Cf and Marquand A
bioRxiv
(2021-03-14)
europepmc.orgPDF
Functional specialization within the inferior parietal lobes across cognitive domains
Ole Numssen, Danilo Bzdok and Gesa Hartwigsen

2021-02

Interacting brains revisited: A cross-brain network neuroscience perspective
C. Gerloff, K. Konrad, D. Bzdok, C. Büsing and V. Reindl
bioRxiv
(2021-02-20)
www.biorxiv.orgPDF
Prediction, Not Association, Paves the Road to Precision Medicine.
Danilo Bzdok, Gael Varoquaux and Ewout W Steyerberg
JAMA Psychiatry
(2021-02-01)
jamanetwork.com

2021-01

Author response: Functional specialization within the inferior parietal lobes across cognitive domains
Ole Numssen, Danilo Bzdok and Gesa Hartwigsen
eLife
(2021-01-21)
dx.doi.org
Deep learning identifies partially overlapping subnetworks in the human social brain
Hannah Kiesow, R. Nathan Spreng, Avram J. Holmes, M. Mallar Chakravarty, Andre F. Marquand, B. T. Thomas Yeo and Danilo Bzdok
Communications Biology
(2021-01-14)
www-nature-com-443.webvpn.bjmu.tsg211.com
Single-subject Prediction: A Statistical Paradigm for Precision Psychiatry
Danilo Bzdok and Teresa M. Karrer
(venue unknown)
(2021-01-01)
hal.archives-ouvertes.frPDF
Editorial: Social Interaction in Neuropsychiatry
Victoria Leong, Danilo Bzdok, Frieder M Paulus, Kevin Pelphrey, Elizabeth Redcay and Leonhard Schilbach
Frontiers in Psychiatry
(2021-01-01)
europepmc.org
Signal diffusion along connectome gradients and inter-hub routing differentially contribute to dynamic human brain function.
Bo-yong Park, Reinder Vos de Wael, Casey Paquola, Sara Larivière, Oualid Benkarim, Jessica Royer, Shahin Tavakol, Raul R. Cruces, Qiongling Li, Sofie L. Valk, Daniel S. Margulies, Bratislav Mišić, Danilo Bzdok, Jonathan Smallwood and Boris C. Bernhardt
NeuroImage
(2021-01-01)
europepmc.org
Generative lesion pattern decomposition of cognitive impairment after stroke.
Anna K Bonkhoff, Jae-Sung Lim, Hee-Joon Bae, Nick A Weaver, Hugo J Kuijf, J Matthijs Biesbroek, Natalia S Rost and Danilo Bzdok

2020-12

Functional idiosyncrasy has a shared topography with group-level connectivity alterations in autism
Oualid Benkarim, Casey Paquola, Bo-yong Park, Seok-Jun Hong, Jessica Royer, Reinder Vos de Wael, Sara Lariviere, Sofie Valk, Danilo Bzdok, Laurent Mottron and Boris Bernhardt
bioRxiv
(2020-12-18)
www.biorxiv.orgPDF
The default network of the human brain is associated with perceived social isolation
R. Nathan Spreng, Emile Dimas, Laetitia Mwilambwe-Tshilobo, Alain Dagher, Philipp Koellinger, Gideon Nave, Anthony Ong, Julius M. Kernbach, Thomas V. Wiecki, Tian Ge, Yue Li, Avram J. Holmes, B. T. Thomas Yeo, Gary R. Turner, Robin I. M. Dunbar and Danilo Bzdok
Nature Communications
(2020-12-15)
www.nature.com
Historical and cross-disciplinary trends in the biological and social sciences reveal an accelerating adoption of advanced analytics
Taylor Bolt, Jason S. Nomi, Danilo Bzdok and Lucina Q. Uddin
bioRxiv
(2020-12-03)
www.biorxiv.orgPDF
What matters and what is possible in neuroimaging meta-analyses (of psychopathy).
Timm B Poeppl, Andreas Mokros, Danilo Bzdok and Simon B Eickhoff
Molecular Psychiatry
(2020-12-01)
www.nature.com

2020-10

Neuroimaging: into the Multiverse
Jessica Dafflon, Pedro F. Da Costa, František Váša, Ricardo Pio Monti, Danilo Bzdok, Peter J. Hellyer, Federico Turkheimer, Jonathan Smallwood, Emily Jones and Robert Leech
bioRxiv
(2020-10-29)
www.biorxiv.org
Beyond brain age: Empirically-derived proxy measures of mental health
Kamalaker Dadi, Gael Varoquaux, Josselin Houenou, Danilo Bzdok, Bertrand Thirion and Denis Engemann
bioRxiv
(2020-10-23)
hal.inria.frPDF
Inference and prediction diverge in biomedicine
Danilo Bzdok, Denis A. Engemann and Bertrand Thirion
Patterns (New York, N.Y.)
(2020-10-08)
europepmc.orgPDF

2020-09

Sex-specific lesion topographies explain outcomes after acute ischemic stroke
Anna K. Bonkhoff, Markus D. Schirmer, Martin Bretzner, Sungmin Hong, Robert W. Regenhardt, Mikael Brudfors, Kathleen L. Donahue, Marco J. Nardin, Adrian V. Dalca, Anne-Katrin Giese, Mark R. Etherton, Brandon L. Hancock, Steven J. T. Mocking, Elissa C. McIntosh, John Attia, Oscar R. Benavente, Stephen Bevan, John W. Cole, Amanda Donatti, Christoph J. Griessenauer... (38 more)
bioRxiv
(2020-09-27)
www.biorxiv.orgPDF
Population variability in social brain morphology:links to socioeconomic status and health disparity
Nathania Suryoputri, Hannah Kiesow and Danilo Bzdok
bioRxiv
(2020-09-25)
www.biorxiv.orgPDF

2020-08

Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets.
Marc-Andre Schulz, B. T. Thomas Yeo, Joshua T. Vogelstein, Janaina Mourao-Miranada, Jakob N. Kather, Konrad Kording, Blake Richards and Danilo Bzdok
Nature Communications
(2020-08-25)
www-nature-com-443.webvpn.bjmu.tsg211.com
Meta-matching: a simple framework to translate phenotypic predictive models from big to small data
He T, An L, Feng J, Bzdok D, Holmes Aj, Eickhoff Sb and Yeo Bt
bioRxiv
(2020-08-11)
europepmc.orgPDF
Hidden population modes in social brain morphology: Its parts are more than its sum
Hannah Kiesow, R. Nathan Spreng, Avram J. Holmes, M. Mallar Chakravarty, Andre F. Marquand, B.T. Thomas Yeo and Danilo Bzdok
bioRxiv
(2020-08-07)
www.biorxiv.orgPDF
Myeloarchitecture gradients in the human insula: Histological underpinnings and association to intrinsic functional connectivity
Jessica Royer, Casey Paquola, Sara Larivière, Reinder Vos de Wael, Shahin Tavakol, Alexander J. Lowe, Oualid M. Benkarim, Alan C. Evans, Danilo Bzdok, Jonathan Smallwood, Birgit Frauscher and Boris C. Bernhardt
NeuroImage
(2020-08-01)
europepmc.org

2020-07

Population variability in social brain morphology for social support, household size and friendship satisfaction
Arezoo Taebi, Hannah Kiesow, Kai Vogeley, Leonhard Schilbach, Boris C Bernhardt and Danilo Bzdok
Social Cognitive and Affective Neuroscience
(2020-07-30)
academic.oup.comPDF
Inferring disease subtypes from clusters in explanation space.
Marc-Andre Schulz, Matt Chapman-Rounds, Manisha Verma, Danilo Bzdok and Konstantinos Georgatzis
Scientific Reports
(2020-07-30)
www.nature.comPDF
Patterns of autism symptoms: hidden structure in the ADOS and ADI-R instruments
Jérémy Lefort-Besnard, Kai Vogeley, Leonhard Schilbach, Gaël Varoquaux, Bertrand Thirion, Guillaume Dumas and Danilo Bzdok
Translational Psychiatry
(2020-07-30)
www.nature.com
Phenotypical predictors of Restless Legs Syndrome in pregnancy and their association with basal ganglia and the limbic circuits
Natalia Chechko, Jeremy Lefort-Besnard, Tamme W. Goecke, Markus Frensch, Patricia Schnakenberg, Susanne Stickel and Danilo Bzdok
medRxiv
(2020-07-22)
www.medrxiv.orgPDF
Neurocognitive patterns dissociating semantic processing from executive control are linked to more detailed off-task mental time travel.
Hao-Ting Wang, Nerissa Siu Ping Ho, Danilo Bzdok, Boris C. Bernhardt, Daniel S. Margulies, Elizabeth Jefferies and Jonathan Smallwood
Scientific Reports
(2020-07-17)
www.nature.com
Molecular signatures of cognition and affect
Justine Y. Hansen, Ross D. Markello, Jacob W. Vogel, Jakob Seidlitz, Danilo Bzdok and Bratislav Misic
bioRxiv
(2020-07-16)
www.biorxiv.orgPDF
Bringing proportional recovery into proportion: Bayesian modelling of post-stroke motor impairment.
Anna K Bonkhoff, Thomas Hope, Danilo Bzdok, Adrian G Guggisberg, Rachel L Hawe, Sean P Dukelow, Anne K Rehme, Gereon R Fink, Christian Grefkes and Howard Bowman
Brain
(2020-07-01)
academic.oup.com
Hemispheric specialization within the inferior parietal lobe across cognitive domains
Ole Numssen, Danilo Bzdok and Gesa Hartwigsen
bioRxiv
(2020-07-01)
www.biorxiv.orgPDF

2020-06

Shared and unique brain network features predict cognition, personality and mental health in childhood
Jianzhong Chen, Angela Tam, Valeria Kebets, Csaba Orban, Leon Qi Rong Ooi, Scott Marek, Nico Dosenbach, Simon Eickhoff, Danilo Bzdok, Avram J Holmes and B.T. Thomas Yeo
bioRxiv
(2020-06-24)
www.biorxiv.org
Dark control: The default mode network as a reinforcement learning agent.
Elvis Dohmatob, Guillaume Dumas and Danilo Bzdok
Human Brain Mapping
(2020-06-05)
europepmc.orgPDF
The Neurobiology of Social Distance.
Danilo Bzdok and Robin I.M. Dunbar
Trends in Cognitive Sciences
(2020-06-03)
www.sciencedirect.com

2020-05

CNN to detect differences in cerebral cortical anatomy of left- and right- handers
Lisa Meyer-Baese, Erik Roecher, Lucas Moesch, Danilo Bzdok and Klaus Mathiak
Real-Time Image Processing and Deep Learning 2020
(2020-05-20)
www.spiedigitallibrary.org
Predictive Pattern Classification Can Distinguish Gender Identity Subtypes from Behavior and Brain Imaging.
Benjamin Clemens, Birgit Derntl, Elke Smith, Jessica Junger, Josef Neulen, Gianluca Mingoia, Frank Schneider, Ted Abel, Danilo Bzdok and Ute Habel
Cerebral Cortex
(2020-05-14)
academic.oup.comPDF
General Principles of Gene Dosage Effects on Brain Structure
Claudia Modenato, Kuldeep Kumar, Clara Moreau, Catherine Schramm, Guillaume Huguet, Sandra Martin-Brevet, Aurélie Pain, Anne Maillard, Sonia Richetin, Borja Rodriguez-Herreros, Lester Melie-Garcia, Ana Dos Santos Silva, Marianne Van Den Bree, David Linden, Carrie E. Bearden, Danilo Bzdok, Sarah Lippé, Mallar Chakravarty, Bogdan Draganski and Sébastien Jacquemont
Biological Psychiatry
(2020-05-01)
api.elsevier.com
What Can Machine Learning Do for Psychiatry
Daniel Barron, Danilo Bzdok, John H. Krystal and R. Todd Constable
Biological Psychiatry
(2020-05-01)
api.elsevier.com

2020-04

Autism spectrum heterogeneity: fact or artifact?
Laurent Mottron and Danilo Bzdok
Molecular Psychiatry
(2020-04-30)
europepmc.org
Meta-analytic evidence for a joint neural mechanism underlying response inhibition and state anger.
Andrei Alexandru Puiu, Olga Wudarczyk, Gregor Kohls, Danilo Bzdok, Beate Herpertz‐Dahlmann and Kerstin Konrad
Human Brain Mapping
(2020-04-21)
www.ncbi.nlm.nih.gov
Neuropsychiatric copy number variants exert shared effects on human brain structure
Modenato C, Kumar K, Moreau C, Martin-Brevet S, Huguet G, Schramm C, Martineau J, Martin C, Younis N, Tamer P, Douard E, Thébault-Dagher F, Côté, Charlebois A, Deguire F, Maillard Am, Rodriguez-Herreros B, Pain A, Richetin S, Kushan L... (12 more)
medRxiv
(2020-04-17)
europepmc.orgPDF
Analysing brain networks in population neuroscience: a case for the Bayesian philosophy
Danilo Bzdok, Dorothea L Floris and Andre F Marquand
Philosophical Transactions of the Royal Society B
(2020-04-13)
europepmc.orgPDF
Finding the needle in a high-dimensional haystack: Canonical correlation analysis for neuroscientists.
Hao-Ting Wang, Jonathan Smallwood, Janaina Mourao-Miranda, Cedric Huchuan Xia, Theodore D. Satterthwaite, Danielle S. Bassett and Danilo Bzdok
NeuroImage
(2020-04-08)
europepmc.orgPDF

2020-03

Multi-scale network regression for brain-phenotype associations.
Cedric Huchuan Xia, Zongming Ma, Zaixu Cui, Danilo Bzdok, Bertrand Thirion, Danielle S. Bassett, Theodore D. Satterthwaite, Russell T. Shinohara and Daniela M. Witten
Human Brain Mapping
(2020-03-26)
europepmc.orgPDF
Not one model fits all: unfairness in RSFC-based prediction of behavioral data in African American
Jingwei Li, Danilo Bzdok, Avram Holmes, Thomas Yeo and Sarah Genon
(venue unknown)
(2020-03-05)
orbi.uliege.be
Hemispheric specialization within the human inferior parietal lobe across cognitive domains
Ole Numssen, Danilo Bzdok and Gesa Hartwigsen
eLife
(2020-03-02)
pure.mpg.de
10,000 social brains: sex differentiation in human brain anatomy
Hannah Kiesow, Robin I. M. Dunbar, Joseph W. Kable, Tobias Kalenscher, Kai Vogeley, Leonhard Schilbach, Andre F. Marquand, Thomas V. Wiecki and Danilo Bzdok
Science Advances
(2020-03-01)
ui.adsabs.harvard.eduPDF

2020-02

Fasting alters the gut microbiome with sustained blood pressure and body weight reduction in metabolic syndrome patients
András Balogh, Hendrik Bartolomaeus, Ulrike Löber, Ellen G. Avery, Nico Steckhan, Lajos Markó, Nicola Wilck, Ibrahim Hamad, Urša Šušnjar, Anja Mähler, Christoph Hohmann, Holger Cramer, Gustav Dobos, Till Robin Lesker, Till Strowig, Ralf Dechend, Danilo Bzdok, Markus Kleinewietfeld, Andreas Michalsen, Dominik N. Müller... (1 more)
medRxiv
(2020-02-25)
www.medrxiv.org
Deep neural networks and kernel regression achieve comparable accuracies for functional connectivity prediction of behavior and demographics.
Tong He, Ru Kong, Avram J. Holmes, Minh Nguyen, Mert R. Sabuncu, Simon B. Eickhoff, Danilo Bzdok, Jiashi Feng and B.T. Thomas Yeo
NeuroImage
(2020-02-01)
europepmc.orgPDF

2019-12

Clusters in Explanation Space: Inferring disease subtypes from model explanations.
Marc-Andre Schulz, Matt Chapman-Rounds, Manisha Verma, Danilo Bzdok and Konstantinos Georgatzis
arXiv preprint arXiv:1912.08755
(2019-12-18)
ui.adsabs.harvard.eduPDF

2019-11

Distinct functional roles of the mirror neuron system and the mentalizing system.
Alexander Geiger, Gary Bente, Sebastian Lammers, Ralf Tepest, Daniel Roth, Danilo Bzdok and Kai Vogeley
NeuroImage
(2019-11-15)
www.sciencedirect.com
Myeloarchitecture gradients in the human insula serve as blueprints for its diverse connectivity and function
Royer J, Paquola C, Larivière S, de Wael Rv, Tavakol S, Lowe Aj, Benkarim O, Evans Ac, Bzdok D, Smallwood J, Frauscher B and Bernhardt Bc
bioRxiv
(2019-11-12)
europepmc.orgPDF

2019-09

Deep learning for brains?: Different linear and nonlinear scaling in UK Biobank brain images vs. machine-learning datasets
Marc-Andre Schulz, B Yeo, Joshua Vogelstein, Janaina Mourao-Miranada, Jakob Kather, Konrad Kording, Blake Aaron Richards and Danilo Bzdok
bioRxiv
(2019-09-03)
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