Frontiers in Neuroinformatics

Original Research

Published on 28 Jun 2024

Explainable deep-learning framework: decoding brain states and prediction of individual performance in false-belief task at early childhood stage

Km Bhavna
Azman Akhter
Romi Banerjee
Dipanjan Roy

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1392661

2,120 views
1 citation

Original Research

Published on 18 Jun 2024

Identifying discriminative features of brain network for prediction of Alzheimer’s disease using graph theory and machine learning

S. M. Shayez Karim
Md Shah Fahad
R. S. Rathore

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1384720

4,994 views
3 citations

Original Research

Published on 18 Jun 2024

Enhancing brain tumor detection in MRI with a rotation invariant Vision Transformer

Palani Thanaraj Krishnan
Pradeep Krishnadoss
Mukund Khandelwal
Devansh Gupta
Anupoju Nihaal
T. Sunil Kumar

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1414925

3,408 views
9 citations

Original Research

Published on 12 Jun 2024

Finding the limits of deep learning clinical sensitivity with fractional anisotropy (FA) microstructure maps

Marta Gaviraghi
Antonio Ricciardi
Fulvia Palesi
Wallace Brownlee
Paolo Vitali
Ferran Prados
Baris Kanber
Claudia A. M. Gandini Wheeler-Kingshott

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1415085

1,386 views

Original Research

Published on 23 May 2024

Events in context—The HED framework for the study of brain, experience and behavior

Scott Makeig
Kay Robbins

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1292667

1,550 views
1 citation

Original Research

Published on 17 May 2024

Harmonizing data on correlates of sleep in children within and across neurodevelopmental disorders: lessons learned from an Ontario Brain Institute cross-program collaboration

Patrick G. McPhee
Anthony L. Vaccarino
Sibel Naska
Kirk Nylen
Jose Arturo Santisteban
Rachel Chepesiuk
Andrea Andrade
Stelios Georgiades
Brendan Behan
Alana Iaboni

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1385526

1,671 views

Original Research

Published on 16 May 2024

Gershgorin circle theorem-based feature extraction for biomedical signal analysis

Sahaj A. Patel
Rachel June Smith
Abidin Yildirim

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1395916

1,879 views
1 citation

Original Research

Published on 15 May 2024

EPAT: a user-friendly MATLAB toolbox for EEG/ERP data processing and analysis

Jianwei Shi
Xun Gong
Ziang Song
Wenkai Xie
Yanfeng Yang
Xiangjie Sun
Penghu Wei
Changming Wang
Guoguang Zhao

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1384250

3,872 views
2 citations

Original Research

Published on 13 May 2024

An optimized framework for processing multicentric polysomnographic data incorporating expert human oversight

Benedikt Holm
Gabriel Jouan
Emil Hardarson
Sigríður Sigurðardottir
Kenan Hoelke
Conor Murphy
Erna Sif Arnardóttir
María Óskarsdóttir
Anna Sigríður Islind

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1379932

1,436 views
1 citation

Original Research

Published on 23 Apr 2024

Brain MRI sequence and view plane identification using deep learning

Syed Saad Azhar Ali

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1373502

2,144 views
2 citations

Original Research

Published on 19 Apr 2024

Building a realistic, scalable memory model with independent engrams using a homeostatic mechanism

Marvin Kaster
Fabian Czappa
Markus Butz-Ostendorf
Felix Wolf

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1323203

2,398 views

Original Research

Published on 16 Apr 2024

Automatic segmentation of hemorrhagic transformation on follow-up non-contrast CT after acute ischemic stroke

Jiacheng Sun
Freda Werdiger
Christopher Blair
Chushuang Chen
Qing Yang
Andrew Bivard
Longting Lin
Mark Parsons

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1382630

1,920 views

Original Research

Published on 12 Apr 2024

ExaFlexHH: an exascale-ready, flexible multi-FPGA library for biologically plausible brain simulations

Rene Miedema
Christos Strydis

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1330875

1,726 views
1 citation

Technology and Code

Published on 26 Mar 2024

suMRak: a multi-tool solution for preclinical brain MRI data analysis

Rok Ister
Marko Sternak
Siniša Škokić
Srećko Gajović

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1358917

2,833 views

Mini Review

Published on 25 Mar 2024

Turbulent dynamics and whole-brain modeling: toward new clinical applications for traumatic brain injury

Noelia Martínez-Molina
Yonatan Sanz-Perl
Anira Escrichs
Morten L. Kringelbach
Gustavo Deco

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1382372

3,605 views

Original Research

Published on 22 Mar 2024

A computational model of Alzheimer's disease at the nano, micro, and macroscales

Éléonore Chamberland
Seyedadel Moravveji
Nicolas Doyon
Simon Duchesne

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1348113

4,544 views
4 citations