Publications
2023
Global nonlinear approach for mapping parameters of neural mass models.
Journal:
PLoS computational biology
Published:
28/02/2023
PMID: 36961869
PMC: PMC10075456
DOI: 10.1371/journal.pcbi.1010985
URL: http://europepmc.org/abstract/med/36961869
2022
Children cooled for neonatal encephalopathy without cerebral palsy retain healthy resting-state static and dynamic functional connectivity
Published: 30/11/2022PPR: PPR586207
DOI: 10.1101/2022.12.17.22283576
URL: http://europepmc.org/abstract/PPR/PPR586207
Cerebello-Thalamo-Cortical Network Dynamics in the Harmaline Rodent Model of Essential Tremor.
Journal:
Frontiers in systems neuroscience
Published:
30/06/2022
PMID: 35965995
PMC: PMC9365993
DOI: 10.3389/fnsys.2022.899446
URL: http://europepmc.org/abstract/med/35965995
What Models and Tools can Contribute to a Better Understanding of Brain Activity?
Journal:
Frontiers in network physiology
Published:
30/06/2022
PMID: 36926061
PMC: PMC10013030
DOI: 10.3389/fnetp.2022.907995
URL: http://europepmc.org/abstract/med/36926061
Differential Electrographic Signatures Generated by Mechanistically-Diverse Seizurogenic Compounds in the Larval Zebrafish Brain.
Journal:
eNeuro
Published:
28/02/2022
PMID: 35228313
PMC: PMC8970338
DOI: 10.1523/eneuro.0337-21.2022
URL: http://europepmc.org/abstract/med/35228313
2021
Using deep clustering to improve fMRI dynamic functional connectivity analysis.
Published: 30/11/2021PPR: PPR432991
DOI: 10.1101/2021.12.14.472680
URL: http://europepmc.org/abstract/PPR/PPR432991
Motor function and white matter connectivity in children cooled for neonatal encephalopathy.
Journal:
NeuroImage. Clinical
Published:
31/10/2021
PMID: 34749285
PMC: PMC8578038
DOI: 10.1016/j.nicl.2021.102872
URL: http://europepmc.org/abstract/med/34749285
Harmonic cross-correlation decomposition for multivariate time series
Journal:
Physical Review E
Published:
21/06/2021
DOI: 10.1103/PhysRevE.103.062213
URL: https://doi.org/10.1103/PhysRevE.103.062213
Functional brain imaging in larval zebrafish for characterising the effects of seizurogenic compounds acting via a range of pharmacological mechanisms.
Journal:
British journal of pharmacology
Published:
30/04/2021
PMID: 33768524
DOI: 10.1111/bph.15458
URL: http://europepmc.org/abstract/med/33768524
Motor Function and White Matter Connectivity in Children Treated with Therapeutic Hypothermia for Neonatal Encephalopathy
Published: 30/04/2021PPR: PPR319688
DOI: 10.1101/2021.04.30.21256369
URL: http://europepmc.org/abstract/PPR/PPR319688
Disrupted brain connectivity in children treated with therapeutic hypothermia for neonatal encephalopathy.
Journal:
NeuroImage. Clinical
Published:
31/01/2021
PMID: 33636541
PMC: PMC7906894
DOI: 10.1016/j.nicl.2021.102582
URL: http://europepmc.org/abstract/med/33636541
2020
A large-scale brain network mechanism for increased seizure propensity in Alzheimer’s disease
Published: 31/12/2020PPR: PPR270533
DOI: 10.1101/2021.01.19.427236
URL: http://europepmc.org/abstract/PPR/PPR270533
Role of subnetworks mediated by [Formula: see text], IL-23/IL-17 and IL-15 in a network involved in the pathogenesis of psoriasis.
Journal:
Scientific reports
Published:
31/12/2020
PMID: 33500449
PMC: PMC7838322
DOI: 10.1038/s41598-020-80507-7
URL: http://europepmc.org/abstract/med/33500449
EEG microstate complexity for aiding early diagnosis of Alzheimer’s disease.
Journal:
Scientific reports
Published:
30/09/2020
PMID: 33077823
PMC: PMC7572485
DOI: 10.1038/s41598-020-74790-7
URL: http://europepmc.org/abstract/med/33077823
Understanding the dynamics of biological and neural oscillator networks through exact mean-field reductions: a review.
Journal:
Journal of mathematical neuroscience
Published:
30/04/2020
PMID: 32462281
PMC: PMC7253574
DOI: 10.1186/s13408-020-00086-9
URL: http://europepmc.org/abstract/med/32462281
Controversies on the network theory of epilepsy: Debates held during the ICTALS 2019 conference.
Journal:
Seizure
Published:
29/02/2020
PMID: 32272333
PMC: PMC7952007
DOI: 10.1016/j.seizure.2020.03.010
URL: http://europepmc.org/abstract/med/32272333
The Role of Excitability and Network Structure in the Emergence of Focal and Generalized Seizures.
Journal:
Frontiers in neurology
Published:
31/01/2020
PMID: 32117033
PMC: PMC7027568
DOI: 10.3389/fneur.2020.00074
URL: http://europepmc.org/abstract/med/32117033
2019
Computational modelling in source space from scalp EEG to inform presurgical evaluation of epilepsy
Journal:
Clinical Neurophysiology
Published:
30/11/2019
DOI: 10.1016/j.clinph.2019.10.027
EID: 2-s2.0-85075986084
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85075986084&partnerID=MN8TOARS
EEG microstate complexity for aiding early diagnosis of Alzheimer’s disease
Published: 31/10/2019PPR: PPR102141
DOI: 10.1101/833244
URL: http://europepmc.org/abstract/PPR/PPR102141
Revealing epilepsy type using a computational analysis of interictal EEG
Journal:
Scientific Reports
Published:
15/07/2019
DOI: 10.1038/s41598-019-46633-7
URL: https://doi.org/10.1038/s41598-019-46633-7
The role that choice of model plays in predictions for epilepsy surgery
Journal:
Scientific Reports
Published:
14/05/2019
DOI: 10.1038/s41598-019-43871-7
URL: https://doi.org/10.1038/s41598-019-43871-7
2018
A model-based assessment of the seizure onset zone predictive power to inform the epileptogenic zone
Journal:
Frontiers in Computational Neuroscience
Published:
30/11/2018
DOI: 10.3389/fncom.2019.00025
EID: 2-s2.0-85067118653
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85067118653&partnerID=MN8TOARS
Background EEG connectivity captures the time-course of epileptogenesis in a mouse model of epilepsy
Journal:
eNeuro
Published:
30/11/2018
DOI: 10.1523/ENEURO.0059-19.2019
EID: 2-s2.0-85071352615
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85071352615&partnerID=MN8TOARS
Emulating dynamic non-linear simulators using Gaussian processes
Journal:
Computational Statistics and Data Analysis
Published:
30/11/2018
DOI: 10.1016/j.csda.2019.05.006
EID: 2-s2.0-85066270626
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85066270626&partnerID=MN8TOARS
Network substrates of cognitive impairment in Alzheimer’s Disease
Journal:
Clinical Neurophysiology
Published:
30/11/2018
DOI: 10.1016/j.clinph.2019.05.027
EID: 2-s2.0-85068753438
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85068753438&partnerID=MN8TOARS
Quantification and Selection of Ictogenic Zones in Epilepsy Surgery
Journal:
Frontiers in Neurology
Published:
30/11/2018
DOI: 10.3389/fneur.2019.01045
EID: 2-s2.0-85073691881
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85073691881&partnerID=MN8TOARS
Control of clustered action potential firing in a mathematical model of entorhinal cortex stellate cells.
Journal:
Journal of theoretical biology
Published:
31/03/2018
PMID: 29654854
PMC: PMC5947116
DOI: 10.1016/j.jtbi.2018.04.013
URL: http://europepmc.org/abstract/med/29654854
2017
Classifying dynamic transitions in high dimensional neural mass models: A random forest approach
Journal:
PLoS Computational Biology
Published:
30/11/2017
DOI: 10.1371/journal.pcbi.1006009
EID: 2-s2.0-85044783956
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85044783956&partnerID=MN8TOARS
Control of clustered action potential firing in a mathematical model of entorhinal cortex stellate cells
Journal:
Journal of Theoretical Biology
Published:
30/11/2017
DOI: 10.1016/j.jtbi.2018.04.013
EID: 2-s2.0-85045626530
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85045626530&partnerID=MN8TOARS
Elevated ictal brain network ictogenicity enables prediction of optimal seizure control
Journal:
Frontiers in Neurology
Published:
30/11/2017
DOI: 10.3389/fneur.2018.00098
EID: 2-s2.0-85042764418
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85042764418&partnerID=MN8TOARS
Evaluating resective surgery targets in epilepsy patients: A comparison of quantitative EEG methods
Journal:
Journal of Neuroscience Methods
Published:
30/11/2017
DOI: 10.1016/j.jneumeth.2018.04.021
EID: 2-s2.0-85047085097
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85047085097&partnerID=MN8TOARS
2016
An optimal strategy for epilepsy surgery: Disruption of the rich-club?
Journal:
PLoS computational biology
Published:
30/11/2016
DOI: 10.1371/journal.pcbi.1005637
EID: 2-s2.0-85030621930
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85030621930&partnerID=MN8TOARS
Computer models to inform epilepsy surgery strategies: Prediction of postoperative outcome
Journal:
Brain
Published:
30/11/2016
DOI: 10.1093/brain/awx067
EID: 2-s2.0-85019620796
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85019620796&partnerID=MN8TOARS
Modelling and finite-time stability analysis of psoriasis pathogenesis
Journal:
International Journal of Control
Published:
30/11/2016
DOI: 10.1080/00207179.2016.1217566
EID: 2-s2.0-84986197873
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84986197873&partnerID=MN8TOARS
Temporally correlated fluctuations drive epileptiform dynamics
Journal:
NeuroImage
Published:
30/11/2016
DOI: 10.1016/j.neuroimage.2016.11.034
EID: 2-s2.0-84999176959
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84999176959&partnerID=MN8TOARS
2015
A computational biomarker of idiopathic generalized epilepsy from resting state EEG
Journal:
Epilepsia
Published:
30/11/2015
DOI: 10.1111/epi.13481
EID: 2-s2.0-84990204605
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84990204605&partnerID=MN8TOARS
Electrical and network neuronal properties are preferentially disrupted in dorsal, but not ventral, medial entorhinal cortex in a mouse model of tauopathy
Journal:
Journal of Neuroscience
Published:
30/11/2015
DOI: 10.1523/JNEUROSCI.2845-14.2016
EID: 2-s2.0-84954324205
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84954324205&partnerID=MN8TOARS
Estimation of brain network ictogenicity predicts outcome from epilepsy surgery
Journal:
Scientific Reports
Published:
30/11/2015
DOI: 10.1038/srep29215
EID: 2-s2.0-84978062870
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84978062870&partnerID=MN8TOARS
Ictal time-irreversible intracranial EEG signals as markers of the epileptogenic zone
Journal:
Clinical Neurophysiology
Published:
30/11/2015
DOI: 10.1016/j.clinph.2016.07.001
EID: 2-s2.0-85007336750
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-85007336750&partnerID=MN8TOARS
Identification of epileptogenic rhythms in a mesoscopic neuronal model
Journal:
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Published:
30/11/2015
EID: 2-s2.0-84988014400
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84988014400&partnerID=MN8TOARS
Stochasticity in the miR-9/Hes1 oscillatory network can account for clonal heterogeneity in the timing of differentiation
Journal:
eLife
Published:
30/11/2015
DOI: 10.7554/eLife.16118
EID: 2-s2.0-84990201413
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84990201413&partnerID=MN8TOARS
2013
A critical role for network structure in seizure onset: A computational modeling approach
Journal:
Frontiers in Neurology
Published:
30/11/2013
DOI: 10.3389/fneur.2014.00261
EID: 2-s2.0-84920998282
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84920998282&partnerID=MN8TOARS
Dynamic Mechanisms of Neocortical Focal Seizure Onset
Journal:
PLoS Computational Biology
Published:
30/11/2013
DOI: 10.1371/journal.pcbi.1003787
EID: 2-s2.0-84906681140
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84906681140&partnerID=MN8TOARS
MicroRNA input into a neural ultradian oscillator controls emergence and timing of alternative cell states
Journal:
Nature Communications
Published:
30/11/2013
DOI: 10.1038/ncomms4399
EID: 2-s2.0-84895828615
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84895828615&partnerID=MN8TOARS
Standing waves as an explanation for generic stationary correlation patterns in noninvasive EEG of focal onset seizures
Journal:
Brain Connectivity
Published:
30/11/2013
DOI: 10.1089/brain.2013.0192
EID: 2-s2.0-84910157091
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84910157091&partnerID=MN8TOARS
2012
A systems-level approach to human epileptic seizures
Journal:
Neuroinformatics
Published:
30/11/2012
DOI: 10.1007/s12021-012-9161-2
EID: 2-s2.0-84880573880
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84880573880&partnerID=MN8TOARS
Computational modelling of microseizures and focal seizure onset
Journal:
Recent Advance in Predicting and Preventing Epileptic Sezures
Published:
30/11/2012
DOI: 10.1142/9789814525350_0006
EID: 2-s2.0-84967638924
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84967638924&partnerID=MN8TOARS
Towards a large-scale model of patient-specific epileptic spike-wave discharges
Journal:
Biological Cybernetics
Published:
30/11/2012
DOI: 10.1007/s00422-012-0534-2
EID: 2-s2.0-84872906784
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84872906784&partnerID=MN8TOARS
2011
A prototypic mathematical model of the human hair cycle
Journal:
Journal of Theoretical Biology
Published:
30/11/2011
DOI: 10.1016/j.jtbi.2012.05.027
EID: 2-s2.0-84863816949
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84863816949&partnerID=MN8TOARS
Modelling the role of tissue heterogeneity in epileptic rhythms
Journal:
European Journal of Neuroscience
Published:
30/11/2011
DOI: 10.1111/j.1460-9568.2012.08093.x
EID: 2-s2.0-84863998904
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84863998904&partnerID=MN8TOARS
On seeing the trees and the forest: Single-signal and multisignal analysis of periictal intracranial EEG
Journal:
Epilepsia
Published:
30/11/2011
DOI: 10.1111/j.1528-1167.2012.03588.x
EID: 2-s2.0-84866090480
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84866090480&partnerID=MN8TOARS
Phase space approach for modeling of epileptic dynamics
Journal:
Physical Review E - Statistical, Nonlinear, and Soft Matter Physics
Published:
30/11/2011
DOI: 10.1103/PhysRevE.85.061918
EID: 2-s2.0-84863313593
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84863313593&partnerID=MN8TOARS
Self-organised transients in a neural mass model of epileptogenic tissue dynamics
Journal:
NeuroImage
Published:
30/11/2011
DOI: 10.1016/j.neuroimage.2011.08.060
EID: 2-s2.0-84855471828
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84855471828&partnerID=MN8TOARS
The importance of modeling epileptic seizure dynamics as spatio-temporal patterns
Journal:
Frontiers in Physiology
Published:
30/11/2011
DOI: 10.3389/fphys.2012.00281
EID: 2-s2.0-84866500971
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-84866500971&partnerID=MN8TOARS
2010
Intermittent spike-wave dynamics in a heterogeneous, spatially extended neural mass model
Journal:
NeuroImage
Published:
30/11/2010
DOI: 10.1016/j.neuroimage.2010.12.074
EID: 2-s2.0-79952059673
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-79952059673&partnerID=MN8TOARS