Frontiers in Neuroinformatics

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

3,692 views
6 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

3,618 views
5 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

1,797 views
2 citations

Original Research

Published on 23 Oct 2024

Fuzzy C-means clustering algorithm applied in computed tomography images of patients with intracranial hemorrhage

Lintao Zhang
Dewen Song
Huiying Qiu
Lin Ye
Zengliang Xu

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1440304

2,567 views
1 citation

Original Research

Published on 16 Oct 2024

Early detection of mild cognitive impairment through neuropsychological tests in population screenings: a decision support system integrating ontologies and machine learning

Alba Gómez-Valadés
Rafael Martínez-Tomás
Sara García-Herranz
Atle Bjørnerud
Mariano Rincón

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1378281

1,922 views
2 citations

Original Research

Published on 08 Oct 2024

Research on ECG signal reconstruction based on improved weighted nuclear norm minimization and approximate message passing algorithm

Bing Zhang
Xishun Zhu
Fadia Ali Khan
Sajjad Shaukat Jamal
Alanoud Al Mazroa
Rab Nawaz

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1454244

1,899 views
1 citation

Original Research

Published on 03 Oct 2024

Can micro-expressions be used as a biomarker for autism spectrum disorder?

Mindi Ruan
Na Zhang
Xiangxu Yu
Wenqi Li
Chuanbo Hu
Paula J. Webster
Lynn K. Paul
Shuo Wang
Xin Li

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1435091

4,678 views
4 citations

Perspective

Published on 30 Sep 2024

Reproducible brain PET data analysis: easier said than done

Maryam Naseri
Sreekrishna Ramakrishnapillai
Owen T. Carmichael

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1420315

3,208 views

Systematic Review

Published on 20 Sep 2024

Artificial intelligence role in advancement of human brain connectome studies

Dorsa Shekouh
Helia Sadat Kaboli
Mohammadreza Ghaffarzadeh-Esfahani
Mohammadmahdi Khayamdar
Zeinab Hamedani
Saeed Oraee-Yazdani
Alireza Zali
Elnaz Amanzadeh

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1399931

4,483 views
3 citations

Original Research

Published on 17 Sep 2024

Cooperation objective evaluation in aviation: validation and comparison of two novel approaches in simulated environment

Rossella Capotorto
Vincenzo Ronca
Nicolina Sciaraffa
Gianluca Borghini
Gianluca Di Flumeri
Lorenzo Mezzadri
Alessia Vozzi
Andrea Giorgi
Daniele Germano
Fabio Babiloni

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1409322

2,913 views
6 citations

Review

Published on 16 Sep 2024

The ROSMAP project: aging and neurodegenerative diseases through omic sciences

Alejandra P. Pérez-González
Aidee Lashmi García-Kroepfly
Keila Adonai Pérez-Fuentes
Roberto Isaac García-Reyes
Fryda Fernanda Solis-Roldan
Jennifer Alejandra Alba-González
Enrique Hernández-Lemus
Guillermo de Anda-Jáuregui

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1443865

13,390 views
25 citations

Original Research

Published on 13 Sep 2024

Reproducible supervised learning-assisted classification of spontaneous synaptic waveforms with Eventer

Giles Winchester
Oliver G. Steele
Samuel Liu
Andre Maia Chagas
Wajeeha Aziz
Andrew C. Penn

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1427642

2,269 views
4 citations

Original Research

Published on 09 Sep 2024

Efficient federated learning for distributed neuroimaging data

Bishal Thapaliya
Riyasat Ohib
Eloy Geenjaar
Jingyu Liu
Vince Calhoun
Sergey M. Plis

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1430987

2,912 views

Original Research

Published on 09 Sep 2024

Light-weight neural network for intra-voxel structure analysis

Jaime F. Aguayo-González
Hanna Ehrlich-Lopez
Luis Concha
Mariano Rivera

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1277050

1,788 views
1 citation

Technology and Code

Published on 05 Sep 2024

Optimizing neuroscience data management by combining REDCap, BIDS and SQLite: a case study in Deep Brain Stimulation

Marc Stawiski
Vittoria Bucciarelli
Dorian Vogel
Simone Hemm

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1435971

2,937 views
1 citation

Technology and Code

Published on 03 Sep 2024

SEEG4D: a tool for 4D visualization of stereoelectroencephalography data

James L. Evans
Matthew T. Bramlet
Connor Davey
Eliot Bethke
Aaron T. Anderson
Graham Huesmann
Yogatheesan Varatharajah
Andres Maldonado
Jennifer R. Amos
Bradley P. Sutton

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1465231

5,633 views
2 citations

Original Research

Published on 23 Aug 2024

Interpretable machine learning comprehensive human gait deterioration analysis

Abdullah S. Alharthi

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1451529

4,860 views
7 citations

Original Research

Published on 22 Aug 2024

Predicting the clinical prognosis of acute ischemic stroke using machine learning: an application of radiomic biomarkers on non-contrast CT after intravascular interventional treatment

Hongxian Gu
Yuting Yan
Xiaodong He
Yuyun Xu
Yuguo Wei
Yuan Shao

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1400702

3,025 views
3 citations

Original Research

Published on 15 Aug 2024

Investigating cortical complexity and connectivity in rats with schizophrenia

Zongya Zhao
Yifan Feng
Menghan Wang
Jiarong Wei
Tao Tan
Ruijiao Li
Heshun Hu
Mengke Wang
Peiqi Chen
Xudong Gao

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1392271

2,417 views
1 citation

Methods

Published on 12 Aug 2024

A canonical polyadic tensor basis for fast Bayesian estimation of multi-subject brain activation patterns

Michelle F. Miranda

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1399391

1,601 views

Technology and Code

Published on 09 Aug 2024

Customizable automated cleaning of multichannel sleep EEG in SleepTrip

Roy Cox
Frederik D. Weber
Eus J. W. Van Someren

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1415512

2,829 views
1 citation

Correction

Published on 09 Aug 2024

Corrigendum: 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.2024.1461597

1,191 views

Editorial

Published on 05 Aug 2024

Editorial: Neuromodulation using spatiotemporally complex patterns

Peter A. Tass
Hemant Bokil

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1454834

2,279 views
2 citations

Methods

Published on 31 Jul 2024

Exploring white matter dynamics and morphology through interactive numerical phantoms: the White Matter Generator

Sidsel Winther
Oscar Peulicke
Mariam Andersson
Hans M. Kjer
Jakob A. Bærentzen
Tim B. Dyrby

Frontiers in Neuroinformatics

doi 10.3389/fninf.2024.1354708

2,553 views
4 citations

1,136 articles

articles

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

Fuzzy C-means clustering algorithm applied in computed tomography images of patients with intracranial hemorrhage

Early detection of mild cognitive impairment through neuropsychological tests in population screenings: a decision support system integrating ontologies and machine learning

Research on ECG signal reconstruction based on improved weighted nuclear norm minimization and approximate message passing algorithm

Can micro-expressions be used as a biomarker for autism spectrum disorder?

Reproducible brain PET data analysis: easier said than done

Artificial intelligence role in advancement of human brain connectome studies

Cooperation objective evaluation in aviation: validation and comparison of two novel approaches in simulated environment

The ROSMAP project: aging and neurodegenerative diseases through omic sciences

Reproducible supervised learning-assisted classification of spontaneous synaptic waveforms with Eventer

Efficient federated learning for distributed neuroimaging data

Light-weight neural network for intra-voxel structure analysis

Optimizing neuroscience data management by combining REDCap, BIDS and SQLite: a case study in Deep Brain Stimulation

SEEG4D: a tool for 4D visualization of stereoelectroencephalography data

Interpretable machine learning comprehensive human gait deterioration analysis

Predicting the clinical prognosis of acute ischemic stroke using machine learning: an application of radiomic biomarkers on non-contrast CT after intravascular interventional treatment

Investigating cortical complexity and connectivity in rats with schizophrenia

A canonical polyadic tensor basis for fast Bayesian estimation of multi-subject brain activation patterns

Customizable automated cleaning of multichannel sleep EEG in SleepTrip

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

Editorial: Neuromodulation using spatiotemporally complex patterns

Exploring white matter dynamics and morphology through interactive numerical phantoms: the White Matter Generator