Nelson J. Trujillo-Barreto

Nelson J. Trujillo-Barreto

Manchester University

H-index: 38

North America-United States

About Nelson J. Trujillo-Barreto

Nelson J. Trujillo-Barreto, With an exceptional h-index of 38 and a recent h-index of 26 (since 2020), a distinguished researcher at Manchester University, specializes in the field of Brain Dynamics - Bayesian Inference - Neuroimaging - Neuroscience - Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Test–retest reliability of Bayesian estimations of the effects of stimulation, prior information and individual traits on pain perception

Impact of brain parcellation on prediction performance in models of cognition and demographics

Explicit Modeling of Brain State Duration Using Hidden Semi Markov Models in EEG Data

EEG resting state alpha dynamics predict an individual’s vulnerability to auditory hallucinations

EEG–fMRI Information Fusion: Biophysics and Data Analysis

Modeling EEG Resting-State Brain Dynamics: A proof of concept for clinical studies

Relating cognition to both brain structure and function: A systematic review of methods

A mean-field model of glutamate and GABA synaptic dynamics for functional MRS

Nelson J. Trujillo-Barreto Information

University

Position

___

Citations(all)

11548

Citations(since 2020)

4555

Cited By

5373

hIndex(all)

38

hIndex(since 2020)

26

i10Index(all)

57

i10Index(since 2020)

47

Email

University Profile Page

Manchester University

Google Scholar

View Google Scholar Profile

Nelson J. Trujillo-Barreto Skills & Research Interests

Brain Dynamics - Bayesian Inference - Neuroimaging - Neuroscience - Machine Learning

Top articles of Nelson J. Trujillo-Barreto

Title

Journal

Author(s)

Publication Date

Test–retest reliability of Bayesian estimations of the effects of stimulation, prior information and individual traits on pain perception

European Journal of Pain

Ariane Delgado‐Sanchez

Christiana Charalambous

Nelson J Trujillo‐Barreto

Hannah Safi

Anthony Jones

...

2024/3

Impact of brain parcellation on prediction performance in models of cognition and demographics

Human Brain Mapping

Marta Czime Litwińczuk

Nils Muhlert

Nelson Trujillo‐Barreto

Anna Woollams

2024/2/1

Explicit Modeling of Brain State Duration Using Hidden Semi Markov Models in EEG Data

IEEE Access

Nelson J Trujillo-Barreto

David Araya

Aland Astudillo

Wael El-Deredy

2024/1/15

EEG resting state alpha dynamics predict an individual’s vulnerability to auditory hallucinations

Cognitive Neurodynamics

H Honcamp

SX Duggirala

J Rodiño Climent

A Astudillo

NJ Trujillo-Barreto

...

2024/3/22

EEG–fMRI Information Fusion: Biophysics and Data Analysis

Nelson J Trujillo-Barreto

Jean Daunizeau

Helmut Laufs

Karl J Friston

2023/1/1

Modeling EEG Resting-State Brain Dynamics: A proof of concept for clinical studies

bioRxiv

Sonja A Kotz

Aland Astudillo

David Araya

Simone Dalla Bella

Nelson Trujillo-Barreto

...

2023/4/17

Relating cognition to both brain structure and function: A systematic review of methods

Marta Czime Litwińczuk

Nelson Trujillo-Barreto

Nils Muhlert

Lauren Cloutman

Anna Woollams

2023/4/1

A mean-field model of glutamate and GABA synaptic dynamics for functional MRS

Neuroimage

Caroline A Lea-Carnall

Wael El-Deredy

Charlotte J Stagg

Stephen R Williams

Nelson J Trujillo-Barreto

2023/2/1

Thalamic network controllability changes and cognitive impairment in multiple sclerosis

bioRxiv

Yuping Yang

Anna Woollams

Ilona Lipp

Zhizheng Zhuo

Valentina Tomassini

...

2023

Using graph theory as a common language to combine neural structure and function in models of healthy cognitive performance

Human Brain Mapping

Marta Czime Litwińczuk

Nils Muhlert

Nelson Trujillo‐Barreto

Anna Woollams

2023/6/1

EEG resting state alpha dynamics predict individual proneness to auditory hallucinations

bioRxiv

Hanna Honcamp

Suvarnalata Xanthate Duggirala

Julio Rodino Climent

Aland Astudillo

Nelson J Trujillo-Barreto

...

2023

Efficient estimation of time-dependent brain functional connectivity using anatomical connectivity constraints

IEEE Access

Hernan Hernandez Larzabal

David Araya

Lazara Liset Gonzalez Rodriguez

Claudio Roman

Nelson Trujillo-Barreto

...

2023/5/18

Combination of structural and functional connectivity explains unique variation in specific domains of cognitive function

NeuroImage

Marta Czime Litwińczuk

Nils Muhlert

Lauren Cloutman

Nelson Trujillo-Barreto

Anna Woollams

2022/11/15

Frontal alpha asymmetry: A potential biomarker of approach-withdrawal motivation towards pain

Frontiers in Pain Research

Bárbara Silva-Passadouro

Ariane Delgado-Sanchez

James Henshaw

Karen Lopez-Diaz

Nelson J Trujillo-Barreto

...

2022/9/27

Resistance to placebo analgesia is explained by greater reliance on somatic input: a Bayesian model comparison study

Ariane Delgado-Sanchez

Nelson Trujillo-Barreto

Christopher Brown

Alison Watson

Anthony Jones

...

2022/7/8

Alpha entrainment drives pain relief using visual stimulation in a sample of chronic pain patients: A proof-of-concept controlled study

Neuroreport

Karen Lopez-Diaz

James Henshaw

Alexander J Casson

Christopher A Brown

Jason R Taylor

...

2021/3/24

Using EEG Alpha States to understand learning during Alpha Neurofeedback Training for Chronic Pain (1120)

Frontiers in neuroscience

Kajal Patel

James Henshaw

Heather Sutherland

Jason R Taylor

Alexander J Casson

...

2021/2/22

GABA modulates frequency-dependent plasticity in humans

Iscience

Caroline A Lea-Carnall

Stephen R Williams

Faezeh Sanaei-Nezhad

Nelson J Trujillo-Barreto

Marcelo A Montemurro

...

2020/11/20

A tutorial and tool for exploring feature similarity gradients with MRI data

Claude J Bajada

Lucas Q Costa Campos

Svenja Caspers

Richard Muscat

Geoff JM Parker

...

2020/11/1

Effects of neurofeedback in the management of chronic pain: A systematic review and meta‐analysis of clinical trials

Kajal Patel

Heather Sutherland

James Henshaw

Jason R Taylor

Christopher A Brown

...

2020/9

See List of Professors in Nelson J. Trujillo-Barreto University(Manchester University)

Co-Authors

H-index: 269
Karl Friston

Karl Friston

University College London

H-index: 113
Richard Henson

Richard Henson

University of Cambridge

H-index: 107
Terence Picton

Terence Picton

University of Toronto

H-index: 88
Erich Schröger

Erich Schröger

Universität Leipzig

H-index: 74
Christophe Phillips

Christophe Phillips

Université de Liège

H-index: 71
Stefan Kiebel

Stefan Kiebel

Technische Universität Dresden

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