Frontiers in Neuroinformatics

Original Research

Published on 12 Feb 2025

Quantitative evaluation method of stroke association based on multidimensional gait parameters by using machine learning

Cheng Wang
Zhou Long
Xiang-Dong Wang
You-Qi Kong
Li-Chun Zhou
Wei-Hua Jia
Pei Li
Jing Wang
Xiao-Juan Wang
Tian Tian

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1544372

2,468 views
2 citations

Brief Research Report

Published on 10 Feb 2025

The classification of absence seizures using power-to-power cross-frequency coupling analysis with a deep learning network

A.V. Medvedev
B. Lehmann

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1513661

2,402 views

Original Research

Published on 05 Feb 2025

Identifying natural inhibitors against FUS protein in dementia through machine learning, molecular docking, and dynamics simulation

Darwin Li

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1439090

2,743 views
3 citations

Original Research

Published on 29 Jan 2025

Enhanced heart sound anomaly detection via WCOS: a semi-supervised framework integrating wavelet, autoencoder and SVM

Peipei Zeng
Shuimiao Kang
Fan Fan
Jiyuan Liu

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1530047

2,014 views
2 citations

Editorial

Published on 16 Jan 2025

Editorial: Recent applications of noninvasive physiological signals and artificial intelligence

Irma N. Angulo
Eduardo Iáñez
Andres Ubeda

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1543103

2,075 views

Original Research

Published on 15 Jan 2025

Power spectral analysis of voltage-gated channels in neurons

Christophe Magnani
Lee E. Moore

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1472499

2,106 views

Original Research

Published on 07 Jan 2025

Deep CNN ResNet-18 based model with attention and transfer learning for Alzheimer's disease detection

Sofia Biju Francis
Jai Prakash Verma

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1507217

7,367 views
5 citations

Methods

Published on 07 Jan 2025

The Multicentre Acute ischemic stroke imaGIng and Clinical data (MAGIC) repository: rationale and blueprint

Hakim Baazaoui
Stefan T. Engelter
Henrik Gensicke
Lukas S. Enz
Marios Psychogios
Matthias Mutke
Patrik Michel
Davide Strambo
Alexander Salerno
Henk A. Marquering

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1508161

3,543 views

Editorial

Published on 07 Jan 2025

Editorial: Protecting privacy in neuroimaging analysis: balancing data sharing and privacy preservation

Rashid Mehmood
Mariana Lazar
Xiaohui Liang
Juan M. Corchado
Simon See

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1543121

2,522 views
1 citation

Original Research

Published on 03 Jan 2025

Leveraging deep learning for robust EEG analysis in mental health monitoring

Zixiang Liu
Juan Zhao

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1494970

5,231 views
9 citations

Original Research

Published on 20 Dec 2024

hvEEGNet: a novel deep learning model for high-fidelity EEG reconstruction

Giulia Cisotto
Alberto Zancanaro
Italo F. Zoppis
Sara L. Manzoni

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1459970

3,720 views
6 citations

Original Research

Published on 20 Dec 2024

Classification of ROI-based fMRI data in short-term memory tasks using discriminant analysis and neural networks

Magdalena Fafrowicz
Marcin Tutajewski
Igor Sieradzki
Jeremi K. Ochab
Anna Ceglarek-Sroka
Koryna Lewandowska
Tadeusz Marek
Barbara Sikora-Wachowicz
Igor T. Podolak
Paweł Oświęcimka

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1480366

2,574 views

Editorial

Published on 20 Dec 2024

Editorial: Emerging trends in large-scale data analysis for neuroscience research

Farouk S. Nathoo
Olave E. Krigolson
Fang Wang

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1538787

1,700 views

Editorial

Published on 17 Dec 2024

Editorial: Addressing large scale computing challenges in neuroscience: current advances and future directions

Tam V. Nguyen
Min Wang
Domenico Maisto

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1534396

1,618 views
1 citation

Opinion

Published on 17 Dec 2024

Harmonizing AI governance regulations and neuroinformatics: perspectives on privacy and data sharing

Roba Alsaigh
Rashid Mehmood
Iyad Katib
Xiaohui Liang
Abdullah Alshanqiti
Juan M. Corchado
Simon See

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1472653

3,965 views
5 citations

Editorial

Published on 06 Dec 2024

Editorial: Improving autism spectrum disorder diagnosis using machine learning techniques

Mahmoud Elbattah
Osman Ali Sadek Ibrahim
Gilles Dequen

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1529839

3,139 views
2 citations

Original Research

Published on 28 Nov 2024

Unsupervised method for representation transfer from one brain to another

Daiki Nakamura
Shizuo Kaji
Ryota Kanai
Ryusuke Hayashi

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1470845

3,035 views

Original Research

Published on 26 Nov 2024

Enhanced brain tumor diagnosis using combined deep learning models and weight selection technique

Karim Gasmi
Najib Ben Aoun
Khalaf Alsalem
Ibtihel Ben Ltaifa
Ibrahim Alrashdi
Lassaad Ben Ammar
Manel Mrabet
Abdulaziz Shehab

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1444650

5,046 views
14 citations

Editorial

Published on 26 Nov 2024

Editorial: Reproducible analysis in neuroscience

Stavros I. Dimitriadis
Vignayanandam Ravindernath Muddapu
Roberto Guidotti

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1520012

2,402 views

Methods

Published on 20 Nov 2024

Systems Neuroscience Computing in Python (SyNCoPy): a python package for large-scale analysis of electrophysiological data

Gregor Mönke
Tim Schäfer
Mohsen Parto-Dezfouli
Diljit Singh Kajal
Stefan Fürtinger
Joscha Tapani Schmiedt
Pascal Fries

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1448161

3,548 views
2 citations

Original Research

Published on 19 Nov 2024

Enhancing human activity recognition for the elderly and individuals with disabilities through optimized Internet-of-Things and artificial intelligence integration with advanced neural networks

R. Deeptha
K. Ramkumar
Sri Venkateswaran
Mohammad Mehedi Hassan
Md. Rafiul Hassan
Farzan M. Noori
Md. Zia Uddin

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1454583

2,557 views
5 citations

Systematic Review

Published on 12 Nov 2024

Quantitative assessment of neurodevelopmental maturation: a comprehensive systematic literature review of artificial intelligence-based brain age prediction in pediatric populations

Eric Dragendorf
Eva Bültmann
Dominik Wolff

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1496143

3,350 views
4 citations

Original Research

Published on 30 Oct 2024

Spectral graph convolutional neural network for Alzheimer's disease diagnosis and multi-disease categorization from functional brain changes in magnetic resonance images

Hadeel Alharbi
Roben A. Juanatas
Abdullah Al Hejaili
Se-jung Lim

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1495571

3,342 views
3 citations

General Commentary

Published on 23 Oct 2024

Commentary: Accelerating spiking neural network simulations with PymoNNto and PymoNNtorch

Hans Ekkehard Plesser

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1446620

1,685 views
2 citations

1,133 articles

articles

Quantitative evaluation method of stroke association based on multidimensional gait parameters by using machine learning

The classification of absence seizures using power-to-power cross-frequency coupling analysis with a deep learning network

Identifying natural inhibitors against FUS protein in dementia through machine learning, molecular docking, and dynamics simulation

Enhanced heart sound anomaly detection via WCOS: a semi-supervised framework integrating wavelet, autoencoder and SVM

Editorial: Recent applications of noninvasive physiological signals and artificial intelligence

Power spectral analysis of voltage-gated channels in neurons

Deep CNN ResNet-18 based model with attention and transfer learning for Alzheimer's disease detection

The Multicentre Acute ischemic stroke imaGIng and Clinical data (MAGIC) repository: rationale and blueprint

Editorial: Protecting privacy in neuroimaging analysis: balancing data sharing and privacy preservation

Leveraging deep learning for robust EEG analysis in mental health monitoring

hvEEGNet: a novel deep learning model for high-fidelity EEG reconstruction

Classification of ROI-based fMRI data in short-term memory tasks using discriminant analysis and neural networks

Editorial: Emerging trends in large-scale data analysis for neuroscience research

Editorial: Addressing large scale computing challenges in neuroscience: current advances and future directions

Harmonizing AI governance regulations and neuroinformatics: perspectives on privacy and data sharing

Editorial: Improving autism spectrum disorder diagnosis using machine learning techniques

Unsupervised method for representation transfer from one brain to another

Enhanced brain tumor diagnosis using combined deep learning models and weight selection technique

Editorial: Reproducible analysis in neuroscience

Systems Neuroscience Computing in Python (SyNCoPy): a python package for large-scale analysis of electrophysiological data

Enhancing human activity recognition for the elderly and individuals with disabilities through optimized Internet-of-Things and artificial intelligence integration with advanced neural networks

Quantitative assessment of neurodevelopmental maturation: a comprehensive systematic literature review of artificial intelligence-based brain age prediction in pediatric populations

Spectral graph convolutional neural network for Alzheimer's disease diagnosis and multi-disease categorization from functional brain changes in magnetic resonance images

Commentary: Accelerating spiking neural network simulations with PymoNNto and PymoNNtorch