Modeling brain connectivity dynamics in functional magnetic resonance imaging via particle filtering

JOURNAL ARTICLE published December 2021 in Brain Informatics

Authors: Pierfrancesco Ambrosi | Mauro Costagli | Ercan E. Kuruoğlu | Laura Biagi | Guido Buonincontri | Michela Tosetti

Emotion recognition based on EEG features in movie clips with channel selection

JOURNAL ARTICLE published December 2017 in Brain Informatics

Authors: Mehmet Siraç Özerdem | Hasan Polat

The role of artificial intelligence and machine learning in harmonization of high-resolution post-mortem MRI (virtopsy) with respect to brain microstructure

JOURNAL ARTICLE published December 2019 in Brain Informatics

Authors: Shane O’Sullivan | Helmut Heinsen | Lea Tenenholz Grinberg | Leila Chimelli | Edson Amaro | Paulo Hilário do Nascimento Saldiva | Fleur Jeanquartier | Claire Jean-Quartier | Maria da Graça Morais Martin | Mohammed Imran Sajid | Andreas Holzinger

Brain MRI analysis for Alzheimer’s disease diagnosis using an ensemble system of deep convolutional neural networks

JOURNAL ARTICLE published December 2018 in Brain Informatics

Authors: Jyoti Islam | Yanqing Zhang

A novel spectral entropy-based index for assessing the depth of anaesthesia

JOURNAL ARTICLE published December 2021 in Brain Informatics

Authors: Jee Sook Ra | Tianning Li | Yan Li

Investigating the mental health of university students during the COVID-19 pandemic in a UK university: a machine learning approach using feature permutation importance

JOURNAL ARTICLE published December 2023 in Brain Informatics

Authors: Tianhua Chen

SmaRT2P: a software for generating and processing smart line recording trajectories for population two-photon calcium imaging

JOURNAL ARTICLE published December 2022 in Brain Informatics

Research funded by National Institutes of Health (NS107464,NS107464) | H2020 European Research Council (NEURO-PATTERNS) | H2020 Excellent Science (945539)

Authors: Monica Moroni | Marco Brondi | Tommaso Fellin | Stefano Panzeri

Modeling and predicting individual tacit coordination ability

JOURNAL ARTICLE published December 2022 in Brain Informatics

Authors: Dor Mizrahi | Ilan Laufer | Inon Zuckerman

Local dimension-reduced dynamical spatio-temporal models for resting state network estimation

JOURNAL ARTICLE published June 2015 in Brain Informatics

Authors: Gilson Vieira | Edson Amaro | Luiz A. Baccalá

A comparison of feature extraction methods for prediction of neuropsychological scores from functional connectivity data of stroke patients

JOURNAL ARTICLE published December 2021 in Brain Informatics

Research funded by Ministero della Salute (RF-2013-02359306,Ricerca Corrente IRCCS San Camillo) | Ministero dell’Istruzione, dell’Università e della Ricerca (Dipartimenti di Eccellenza DM 11/05/2017 n. 262 to the Department of General Psychology)

Authors: Federico Calesella | Alberto Testolin | Michele De Filippo De Grazia | Marco Zorzi

On the combination of two visual cognition systems using combinatorial fusion

JOURNAL ARTICLE published March 2015 in Brain Informatics

Authors: Amy Batallones | Kilby Sanchez | Brian Mott | Cameron Coffran | D. Frank Hsu

Quantitative electroencephalographic and neuropsychological investigation of an alternative measure of frontal lobe executive functions: the Figure Trail Making Test

JOURNAL ARTICLE published December 2015 in Brain Informatics

Authors: Paul S. Foster | Valeria Drago | Brad J. Ferguson | Patti Kelly Harrison | David W. Harrison

Measuring cognitive load of digital interface combining event-related potential and BubbleView

JOURNAL ARTICLE published December 2023 in Brain Informatics

Research funded by National Natural Science Foundation of China (61772440,62007016) | Aeronautical Science Foundation of China (20165168007)

Authors: Shaoyu Wei | Ruiling Zheng | Rui Li | Minghui Shi | Junsong Zhang

Quantitative multimodal multiparametric imaging in Alzheimer’s disease

JOURNAL ARTICLE published March 2016 in Brain Informatics

Research funded by The Natural Science Foundation of Ningxia (NZ14131)

Authors: Qian Zhao | Xueqi Chen | Yun Zhou

Linear Dynamic Sparse Modelling for functional MR imaging

JOURNAL ARTICLE published December 2014 in Brain Informatics

Authors: Shulin Yan | Lei Nie | Chao Wu | Yike Guo

Predicting the post-treatment recovery of patients suffering from traumatic brain injury (TBI)

JOURNAL ARTICLE published March 2015 in Brain Informatics

Authors: Zaigham Faraz Siddiqui | Georg Krempl | Myra Spiliopoulou | Jose M. Peña | Nuria Paul | Fernando Maestu

A review of structural and functional brain networks: small world and atlas

JOURNAL ARTICLE published March 2015 in Brain Informatics

Authors: Zhijun Yao | Bin Hu | Yuanwei Xie | Philip Moore | Jiaxiang Zheng

Test–retest reliability of brain morphology estimates

JOURNAL ARTICLE published June 2017 in Brain Informatics

Research funded by National Institutes of Health (MH080833) | Canadian Institutes of Health Research (FRN-146793)

Authors: Christopher R. Madan | Elizabeth A. Kensinger

Review of computational neuroaesthetics: bridging the gap between neuroaesthetics and computer science

JOURNAL ARTICLE published December 2020 in Brain Informatics

Research funded by National Natural Science Foundation of China (61772440,62007016) | Fundamental Research Funds for the Central Universities (CCNU20XJ015)

Authors: Rui Li | Junsong Zhang

Recurrence eigenvalues of movements from brain signals

JOURNAL ARTICLE published December 2021 in Brain Informatics

Authors: Tuan D. Pham