Frontiers in Neuroinformatics

Original Research

Published on 11 Sep 2025

VAE deep learning model with domain adaptation, transfer learning and harmonization for diagnostic classification from multi-site neuroimaging data

Gopikrishna Deshpande
Bonian Lu
Nguyen Huynh
D. Rangaprakash

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1553035

1,010 views

Original Research

Published on 08 Sep 2025

Generation of synthetic TSPO PET maps from structural MRI images

Matteo Ferrante
Marianna Inglese
Ludovica Brusaferri
Nicola Toschi
Marco L. Loggia

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1633273

726 views

Technology and Code

Accepted on 29 Aug 2025

Software and pipelines for registration and analyses of rodent brain image data in reference atlas space

Maja A. Puchades
Sharon Christine Yates
Gergely Csucs
Harry Carey
Arda Balkir
Trygve B. Leergaard
Jan G Bjaalie

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1629388

349 views

Original Research

Published on 29 Aug 2025

Epileptic brain imaging by source localization CLARA supported by ictal-based semiology and VEEG in resource-limited settings

Amir F. Al-Bakri
Ahmed Tahseen Muslim
Moneer K. Faraj
Wamedh Esam Matti
Radana Vilimkova Kahankova
Dariusz Mikolajewski
Waldemar Karwowski
Aleksandra Kawala-Sterniuk

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1661617

1,186 views

Original Research

Published on 22 Aug 2025

A correlation-based tool for quantifying membrane periodic skeleton associated periodicity

Sam K. Vanspauwen
Virginia Luque-Fernández
Hanne B. Rasmussen

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1628538

1,275 views

Original Research

Published on 20 Aug 2025

Large language models can extract metadata for annotation of human neuroimaging publications

Matthew D. Turner
Abhishek Appaji
Nibras Ar Rakib
Pedram Golnari
Arcot K. Rajasekar
Anitha Rathnam K V
Satya S. Sahoo
Yue Wang
Lei Wang
Jessica A. Turner

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1609077

1,642 views

Original Research

Published on 19 Aug 2025

Leveraging neuroinformatics to understand cognitive phenotypes in elite athletes through systems neuroscience

Yubin Huang
Jun Liu
Qi Yu

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1557879

1,224 views

Original Research

Published on 19 Aug 2025

Improving EEG classification of alcoholic and control subjects using DWT-CNN-BiGRU with various noise filtering techniques

Nidhi Patel
Jaiprakash Verma
Swati Jain

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1618050

1,160 views

Original Research

Published on 13 Aug 2025

The BrainHealth Databank: a systems approach to data-driven mental health care and research

Jose Arturo Santisteban
David Rotenberg
Stefan Kloiber
Marta M. Maslej
Adeel Ansari
Bahar Amani
Darren Courtney
Farhat Farrokhi
Natalie Freeman
Masooma Hassan

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1616981

2,096 views

Original Research

Published on 12 Aug 2025

Motor imagery-based brain-computer interfaces: an exploration of multiclass motor imagery-based control for Emotiv EPOC X

Paulina Tarara
Iwona Przybył
Julius Schöning
Artur Gunia

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1625279

1,773 views
1 citation

Mini Review

Accepted on 07 Aug 2025

Super-resolution microscopy and deep learning methods: what can they bring to Neuroscience: from neuron to 3D spine segmentation

Paul Nazac
Shengyan Xu
Victor Breton
David Boulet
Lydia Danglot

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1630133

616 views

Original Research

Published on 07 Aug 2025

Decoupling model descriptions from execution: a modular paradigm for extensible neurosimulation with EDEN

Sotirios Panagiotou
Rene Miedema
Dimitrios Soudris
Christos Strydis

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1572782

1,416 views

Original Research

Published on 05 Aug 2025

A neuronal imaging dataset for deep learning in the reconstruction of single-neuron axons

Liya Li
Ying Hu
Xiaojun Wang
Pei Sun
Tingwei Quan

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1628030

1,347 views

Original Research

Accepted on 01 Aug 2025

Early Heart Disease Predictıon Using LV-PSO And Fuzzy Inference Xception Convolution Neural Network On Phonocardiogram Signals

Prabha Devi D
Palanisamy C

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1655003

546 views

Correction

Published on 31 Jul 2025

Correction: Transdiagnostic clustering of self-schema from self-referential judgements identifies subtypes of healthy personality and depression

Geoffrey Chern-Yee Tan
Ziying Wang
Ethel Siew Ee Tan
Rachel Jing Min Ong
Pei En Ooi
Danan Lee
Nikita Rane
Sheryl Yu Xuan Tey
Si Ying Chua
Nicole Goh

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1633196

1,131 views

Original Research

Published on 23 Jul 2025

Sensitivity analysis of a mathematical model of Alzheimer's disease progression unveils important causal pathways

Seyedadel Moravveji
Halima Sadia
Nicolas Doyon
Simon Duchesne

Frontiers in Neuroinformatics

doi 10.3389/fninf.2025.1590968

1,871 views

1,122 Publications

Volume 19 - 2025

VAE deep learning model with domain adaptation, transfer learning and harmonization for diagnostic classification from multi-site neuroimaging data

Generation of synthetic TSPO PET maps from structural MRI images

Software and pipelines for registration and analyses of rodent brain image data in reference atlas space

Epileptic brain imaging by source localization CLARA supported by ictal-based semiology and VEEG in resource-limited settings

A correlation-based tool for quantifying membrane periodic skeleton associated periodicity

Large language models can extract metadata for annotation of human neuroimaging publications

Leveraging neuroinformatics to understand cognitive phenotypes in elite athletes through systems neuroscience

Improving EEG classification of alcoholic and control subjects using DWT-CNN-BiGRU with various noise filtering techniques

The BrainHealth Databank: a systems approach to data-driven mental health care and research

Motor imagery-based brain-computer interfaces: an exploration of multiclass motor imagery-based control for Emotiv EPOC X

Super-resolution microscopy and deep learning methods: what can they bring to Neuroscience: from neuron to 3D spine segmentation

Decoupling model descriptions from execution: a modular paradigm for extensible neurosimulation with EDEN

A neuronal imaging dataset for deep learning in the reconstruction of single-neuron axons

Early Heart Disease Predictıon Using LV-PSO And Fuzzy Inference Xception Convolution Neural Network On Phonocardiogram Signals

Correction: Transdiagnostic clustering of self-schema from self-referential judgements identifies subtypes of healthy personality and depression

Sensitivity analysis of a mathematical model of Alzheimer's disease progression unveils important causal pathways