Frontiers in Neuroinformatics

Volume 19 - 2025

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

645 views

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

876 views

Volume 18 - 2024

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

736 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

2,124 views

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

1,285 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

719 views

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

1,316 views

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

1,061 views

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

920 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

710 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

581 views

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

1,335 views

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

1,234 views

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

1,410 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

1,560 views
2 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

1,042 views