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Network neuroscience, Connectomics, Complex networks, Network science, Neuroimaging
Australia

Activities

Employment (2)

The University of Melbourne: Melbourne, VIC, AU

Employment
Source: Self-asserted source
Caio Seguin

Indiana University: Bloomington, Indiana, US

Employment
Source: Self-asserted source
Caio Seguin

Works (38)

Connectome architecture favours within-module diffusion and between-module routing

2025-02-11 | Preprint
Contributors: Caio Seguin; Maria Grazia Puxeddu; Joshua Faskowitz; Richard F. Betzel; Olaf Sporns
Source: check_circle
Crossref

Parallel and converging multisensory cascades in theDrosophilaconnectome

2024-12-08 | Preprint
Contributors: Richard Betzel; Maria Grazia Puxeddu; Caio Seguin; Bratislav Misic
Source: check_circle
Crossref

Structural-Functional Brain Network Coupling During Task Performance Reveals Intelligence-Relevant Communication Strategies

2024-10-31 | Preprint
Contributors: Johanna L. Popp; Jonas A. Thiele; Joshua Faskowitz; Caio Seguin; Olaf Sporns; Kirsten Hilger
Source: check_circle
Crossref

Topological cluster statistic (TCS): Toward structural connectivity–guided fMRI cluster enhancement

Network Neuroscience
2024-08-13 | Journal article
Contributors: Sina Mansour L.; Caio Seguin; Anderson M. Winkler; Stephanie Noble; Andrew Zalesky
Source: check_circle
Crossref

Event-marked Windowed Communication: Inferring activity propagation from neural time series

2024-07-31 | Preprint
Contributors: Varun Madan Mohan; Thomas F Varley; Robin Cash; Caio Seguin; Andrew Zalesky
Source: check_circle
Crossref

A multi-modal, asymmetric, weighted, and signed description of anatomical connectivity

Nature Communications
2024-07-12 | Journal article
Contributors: Jacob Tanner; Joshua Faskowitz; Andreia Sofia Teixeira; Caio Seguin; Ludovico Coletta; Alessandro Gozzi; Bratislav Mišić; Richard F. Betzel
Source: check_circle
Crossref

Variation in high-amplitude events across the human lifespan

2024-05-16 | Preprint
Contributors: Youngheun Jo; Jacob Tanner; Caio Seguin; Joshua Faskowitz; Richard Betzel
Source: check_circle
Crossref

Structural-Functional Brain Network Coupling Predicts Human Cognitive Ability

NeuroImage
2024-03 | Journal article
Contributors: Johanna L. Popp; Jonas A. Thiele; Joshua Faskowitz; Caio Seguin; Olaf Sporns; Kirsten Hilger
Source: check_circle
Crossref

Connectomes for 40,000 UK Biobank participants: A multi-modal, multi-scale brain network resource

NeuroImage
2023-12 | Journal article
Contributors: Sina Mansour L.; Maria A. Di Biase; Robert E. Smith; Andrew Zalesky; Caio Seguin
Source: check_circle
Crossref

Brain network communication: concepts, models and applications

Nature Reviews Neuroscience
2023-09 | Journal article
Contributors: Caio Seguin; Olaf Sporns; Andrew Zalesky
Source: check_circle
Crossref

Co-evolving dynamics and topology in a coupled oscillator model of resting brain function

NeuroImage
2023-08 | Journal article
Part of ISSN: 1053-8119
Contributors: Maria Pope; Caio Seguin; Thomas F. Varley; Joshua Faskowitz; Olaf Sporns
Source: Self-asserted source
Caio Seguin

Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge

NeuroImage
2023-08 | Journal article
Part of ISSN: 1053-8119
Contributors: Gabriel Girard; Jonathan Rafael-Patiño; Raphaël Truffet; Dogu Baran Aydogan; Nagesh Adluru; Veena A. Nair; Vivek Prabhakaran; Barbara B. Bendlin; Andrew L. Alexander; Sara Bosticardo et al.
Source: Self-asserted source
Caio Seguin

Communication dynamics in the human connectome shape the cortex-wide propagation of direct electrical stimulation

Neuron
2023-05 | Journal article
Contributors: Caio Seguin; Maciej Jedynak; Olivier David; Sina Mansour; Olaf Sporns; Andrew Zalesky
Source: check_circle
Crossref

Abnormal Structural Network Communication Reflects Cognitive Deficits in Schizophrenia.

Brain topography
2023-03-27 | Journal article
Contributors: Zorlu N; Bayrakçı A; Karakılıç M; Zalesky A; Seguin C; Ye Ella Tian; Gülyüksel F; Yalınçetin B; Oral E; Gelal F et al.
Source: Self-asserted source
Caio Seguin

Parameter estimation for connectome generative models: Accuracy, reliability, and a fast parameter fitting method.

NeuroImage
2023-02-22 | Journal article
Contributors: Yuanzhe Liu; Seguin C; Mansour S; Oldham S; Betzel R; Di Biase MA; Zalesky A
Source: Self-asserted source
Caio Seguin

Structural-Functional Brain Network Coupling Predicts Human Cognitive Ability

2023-02-10 | Preprint
Contributors: Johanna L. Popp; Jonas A. Thiele; Joshua Faskowitz; Caio Seguin; Olaf Sporns; Kirsten Hilger
Source: check_circle
Crossref

Redefining the connectome: A multi-modal, asymmetric, weighted, and signed description of anatomical connectivity

2022-12-19 | Preprint
Contributors: Jacob Tanner; Joshua Faskowitz; Andreia Sofia Teixeira; Caio Seguin; Ludovico Coletta; Alessandro Gozzi; Bratislav Mišić; Richard F. Betzel
Source: Self-asserted source
Caio Seguin

Topological Cluster Statistic (TCS): Towards structural-connectivity-guided fMRI cluster enhancement

2022-09-15 | Preprint
Contributors: Sina Mansour L.; Caio Seguin; Anderson Winkler; Stephanie Noble; ANDREW ZALESKY
Source: Self-asserted source
Caio Seguin

Network communication models narrow the gap between the modular organization of structural and functional brain networks

NeuroImage
2022-08 | Journal article
Part of ISSN: 1053-8119
Contributors: Caio Seguin; Sina Mansour L; Olaf Sporns; Andrew Zalesky; Fernando Calamante
Source: Self-asserted source
Caio Seguin

Multi-policy models of interregional communication in the human connectome

2022-05-09 | Preprint
Contributors: Richard F. Betzel; Joshua Faskowitz; Bratislav Mišić; Olaf Sporns; Caio Seguin
Source: check_circle
Crossref

Connectome spatial smoothing (CSS): Concepts, methods, and evaluation

NeuroImage
2022-04 | Journal article
Part of ISSN: 1053-8119
Contributors: Sina Mansour L; Caio Seguin; Robert E. Smith; Andrew Zalesky
Source: Self-asserted source
Caio Seguin

Quantitative mapping of the brain's structural connectivity using diffusion MRI tractography: A review.

NeuroImage
2022-01-01 | Journal article
Contributors: Zhang F; Daducci A; He Y; Simona Schiavi; Seguin C; Smith RE; Chun-Hung Yeh; Zhao T; Lauren Jean O'Donnell
Source: Self-asserted source
Caio Seguin

The structural connectome constrains fast brain dynamics

eLife
2021-07-09 | Journal article
Part of ISSN: 2050-084X
Contributors: Pierpaolo Sorrentino; Caio Seguin; Rosaria Rucco; Marianna Liparoti ; TROISI LOPEZ Emahnuel; Simona Bonavita; Mario Quarantelli; Giuseppe Sorrentino; Viktor Jirsa; Andrew Zalesky
Source: Self-asserted source
Caio Seguin

Navigating the link between processing speed and network communication in the human brain

Brain Structure and Function
2021-05-11 | Journal article
Contributors: Phoebe Imms; Juan F. Domínguez D; Alex Burmester; Caio Seguin; Adam Clemente; Thijs Dhollander; Peter H. Wilson; Govinda Poudel; Karen Caeyenberghs
Source: check_circle
Crossref

Associations Between Neighborhood Disadvantage, Resting-State Functional Connectivity, and Behavior in the Adolescent Brain Cognitive Development Study: The Moderating Role of Positive Family and School Environments.

Biological psychiatry. Cognitive neuroscience and neuroimaging
2021-03-23 | Journal article
Contributors: Rakesh D; Seguin C; Zalesky A; Vanessa Cropley; Whittle S
Source: Self-asserted source
Caio Seguin

Optimal Coding and the Origins of Zipfian Laws

Journal of Quantitative Linguistics
2020 | Journal article
EID:

2-s2.0-85088524084

Part of ISBN:

17445035 09296174

Contributors: Ferrer-i-Cancho, R.; Bentz, C.; Seguin, C.
Source: Self-asserted source
Caio Seguin via Scopus - Elsevier
grade
Preferred source (of 2)‎

Towards deep learning for connectome mapping: A block decomposition framework

NeuroImage
2020 | Journal article
EID:

2-s2.0-85079884108

Part of ISBN:

10959572 10538119

Contributors: Sarwar, T.; Seguin, C.; Ramamohanarao, K.; Zalesky, A.
Source: Self-asserted source
Caio Seguin via Scopus - Elsevier

Aberrant Metabolic Patterns Networks in Insular Epilepsy.

Frontiers in neurology
2020-12-23 | Journal article
Contributors: Zhao B; Seguin C; Ai L; Sun T; Hu W; Zhang C; Wang X; Liu C; Wang Y; Jiajie Mo et al.
Source: Self-asserted source
Caio Seguin

The structural connectome constrains fast brain dynamics

2020-11-25 | Preprint
Contributors: P Sorrentino; C Seguin; R Rucco; M Liparoti; E Troisi Lopez; S Bonavita; M Quarantelli; G Sorrentino; V Jirsa; A Zalesky
Source: check_circle
Crossref

Network communication models improve the behavioral and functional predictive utility of the human structural connectome

Network Neuroscience
2020-08-10 | Journal article
Part of ISSN: 2472-1751
Source: Self-asserted source
Caio Seguin

Inferring neural signalling directionality from undirected structural connectomes

Nature Communications
2019 | Journal article
EID:

2-s2.0-85072381246

Part of ISBN:

20411723

Contributors: Seguin, C.; Razi, A.; Zalesky, A.
Source: Self-asserted source
Caio Seguin via Scopus - Elsevier

Reply to Muscoloni and Cannistraci: Navigation performance measures

Proceedings of the National Academy of Sciences of the United States of America
2019 | Journal article
EID:

2-s2.0-85060816766

Part of ISBN:

10916490 00278424

Contributors: Seguin, C.; Van Den Heuvel, M.P.; Zalesky, A.
Source: Self-asserted source
Caio Seguin via Scopus - Elsevier

Synchronization lag in post stroke: Relation to motor function and structural connectivity

Network Neuroscience
2019 | Journal article
EID:

2-s2.0-85077173064

Part of ISBN:

24721751

Contributors: Wang, X.; Seguin, C.; Zalesky, A.; Wong, W.-W.; Chu, W.C.-W.; Tong, R.K.-Y.
Source: Self-asserted source
Caio Seguin via Scopus - Elsevier

Navigation of brain networks

Proceedings of the National Academy of Sciences of the United States of America
2018 | Journal article
EID:

2-s2.0-85048498145

Part of ISBN:

10916490 00278424

Contributors: Seguin, C.; Van Den Heuvel, M.P.; Zalesky, A.
Source: Self-asserted source
Caio Seguin via Scopus - Elsevier

Resting-state functional brain networks in first-episode psychosis: A 12-month follow-up study

Australian and New Zealand Journal of Psychiatry
2018 | Journal article
EID:

2-s2.0-85047662098

Part of ISBN:

14401614 00048674

Contributors: Ganella, E.P.; Seguin, C.; Pantelis, C.; Whittle, S.; Baune, B.T.; Olver, J.; Amminger, G.P.; McGorry, P.D.; Cropley, V.; Zalesky, A. et al.
Source: Self-asserted source
Caio Seguin via Scopus - Elsevier

Risk and resilience brain networks in treatment-resistant schizophrenia

Schizophrenia Research
2018 | Journal article
EID:

2-s2.0-85025443602

Part of ISBN:

15732509 09209964

Contributors: Ganella, E.P.; Seguin, C.; Bartholomeusz, C.F.; Whittle, S.; Bousman, C.; Wannan, C.M.J.; Di Biase, M.A.; Phassouliotis, C.; Everall, I.; Pantelis, C. et al.
Source: Self-asserted source
Caio Seguin via Scopus - Elsevier

Functional brain networks in treatment-resistant schizophrenia

Schizophrenia Research
2017 | Journal article
EID:

2-s2.0-85008221160

Part of ISBN:

15732509 09209964

Contributors: Ganella, E.P.; Bartholomeusz, C.F.; Seguin, C.; Whittle, S.; Bousman, C.; Phassouliotis, C.; Everall, I.; Pantelis, C.; Zalesky, A.
Source: Self-asserted source
Caio Seguin via Scopus - Elsevier

Proportional thresholding in resting-state fMRI functional connectivity networks and consequences for patient-control connectome studies: Issues and recommendations

NeuroImage
2017 | Journal article
EID:

2-s2.0-85015376574

Part of ISBN:

10959572 10538119

Contributors: van den Heuvel, M.P.; de Lange, S.C.; Zalesky, A.; Seguin, C.; Yeo, B.T.T.; Schmidt, R.
Source: Self-asserted source
Caio Seguin via Scopus - Elsevier

Peer review (56 reviews for 18 publications/grants)

Review activity for Brain and behavior. (1)
Review activity for Brain structure & function. (2)
Review activity for Brain topography. (3)
Review activity for Cerebral cortex. (1)
Review activity for Communications biology. (3)
Review activity for Frontiers in systems neuroscience. (1)
Review activity for Human brain mapping. (4)
Review activity for Nature communications (6)
Review activity for Nature human behaviour. (1)
Review activity for Nature neuroscience. (2)
Review activity for Network neuroscience. (12)
Review activity for NeuroImage. (8)
Review activity for NeuroImage. (1)
Review activity for Neuroscience letters. (1)
Review activity for Neuroscience letters. (1)
Review activity for PLoS computational biology. (5)
Review activity for Science advances. (2)
Review activity for Scientific reports. (2)