Dr Marc Goodfellow

Associate Professor

M.Goodfellow@exeter.ac.uk

CEMPS

Groups: Goodfellow Group

University profile

0000-0002-7282-7280

Publications

2021

A large-scale brain network mechanism for increased seizure propensity in Alzheimer’s disease

Journal: PLOS Computational Biology

Published: 11/08/2021
DOI: 10.1371/journal.pcbi.1009252
URL: https://doi.org/10.1371/journal.pcbi.1009252

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

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

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