Frontiers in Neuroinformatics

Original Research

Published on 21 Feb 2024

Comparing feature selection and machine learning approaches for predicting CYP2D6 methylation from genetic variation

Wei Jing Fong
Hong Ming Tan
Rishabh Garg
Ai Ling Teh
Hong Pan
Varsha Gupta
Bernadus Krishna
Zou Hui Chen
Natania Yovela Purwanto
Fabian Yap

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1244336

4,878 views
1 citation

Original Research

Published on 30 Jan 2024

Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models

Thomas Tveitstøl
Mats Tveter
Ana S. Pérez T.
Christoffer Hatlestad-Hall
Anis Yazidi
Hugo L. Hammer
Ira R. J. Hebold Haraldsen

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1272791

6,324 views
4 citations

Methods

Published on 29 Jan 2024

SDA: a data-driven algorithm that detects functional states applied to the EEG of Guhyasamaja meditation

Ekaterina Mikhaylets
Alexandra M. Razorenova
Vsevolod Chernyshev
Nikolay Syrov
Lev Yakovlev
Julia Boytsova
Elena Kokurina
Yulia Zhironkina
Svyatoslav Medvedev
Alexander Kaplan

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1301718

8,493 views
2 citations

Original Research

Published on 11 Jan 2024

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.2023.1244347

5,418 views
3 citations

Review

Published on 05 Jan 2024

The past, present and future of neuroscience data sharing: a perspective on the state of practices and infrastructure for FAIR

Maryann E. Martone

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1276407

7,859 views
15 citations

Brief Research Report

Published on 05 Jan 2024

The hemodynamic response function as a type 2 diabetes biomarker: a data-driven approach

Pedro Guimarães
Pedro Serranho
João V. Duarte
Joana Crisóstomo
Carolina Moreno
Leonor Gomes
Rui Bernardes
Miguel Castelo-Branco

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1321178

3,926 views
3 citations

Technology and Code

Published on 03 Jan 2024

NeuroDecodeR: a package for neural decoding in R

Ethan M. Meyers

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1275903

5,285 views
1 citation

Technology and Code

Published on 22 Dec 2023

AngoraPy: A Python toolkit for modeling anthropomorphic goal-driven sensorimotor systems

Tonio Weidler
Rainer Goebel
Mario Senden

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1223687

4,143 views
1 citation

Original Research

Published on 22 Dec 2023

An interactive image segmentation method for the anatomical structures of the main olfactory bulb with micro-level resolution

Xin Liu
Anan Li
Yue Luo
Shengda Bao
Tao Jiang
Xiangning Li
Jing Yuan
Zhao Feng

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1276891

4,001 views

Original Research

Published on 21 Dec 2023

Establishing a nomogram to predict refracture after percutaneous kyphoplasty by logistic regression

Aiqi Zhang
Hongye Fu
Junjie Wang
Zhe Chen
Jiajun Fan

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1304248

4,011 views
7 citations

Original Research

Published on 18 Dec 2023

Evaluation of an English language phoneme-based imagined speech brain computer interface with low-cost electroencephalography

John LaRocco
Qudsia Tahmina
Sam Lecian
Jason Moore
Cole Helbig
Surya Gupta

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1306277

6,428 views
7 citations

Methods

Published on 14 Dec 2023

Factorized discriminant analysis for genetic signatures of neuronal phenotypes

Mu Qiao

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1265079

4,447 views
6 citations

Original Research

Published on 06 Dec 2023

Systematic bibliometric and visualized analysis of research hotspots and trends in artificial intelligence in autism spectrum disorder

Qianfang Jia
Xiaofang Wang
Rongyi Zhou
Bingxiang Ma
Fangqin Fei
Hui Han

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1310400

6,931 views
5 citations

Original Research

Published on 06 Dec 2023

Few-shot EEG sleep staging based on transductive prototype optimization network

Jingcong Li
Chaohuang Wu
Jiahui Pan
Fei Wang

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1297874

5,177 views
4 citations

Original Research

Published on 01 Dec 2023

Translating single-neuron axonal reconstructions into meso-scale connectivity statistics in the mouse somatosensory thalamus

Nestor Timonidis
Rembrandt Bakker
Mario Rubio-Teves
Carmen Alonso-Martínez
Maria Garcia-Amado
Francisco Clascá
Paul H. E. Tiesinga

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1272243

5,268 views
4 citations

Data Report

Published on 27 Nov 2023

Tissue Oxygen Depth Explorer: an interactive database for microscopic oxygen imaging data

Layth N. Amra
Philipp Mächler
Natalie Fomin-Thunemann
Kıvılcım Kılıç
Payam Saisan
Anna Devor
Martin Thunemann

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1278787

4,823 views

Correction

Published on 27 Nov 2023

Corrigendum: Learning the heterogeneous representation of brain's structure from serial SEM images using a masked autoencoder

Ao Cheng
Jiahao Shi
Lirong Wang
Ruobing Zhang

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1337766

3,762 views

Technology and Code

Published on 01 Nov 2023

Online interoperable resources for building hippocampal neuron models via the Hippocampus Hub

Luca Leonardo Bologna
Antonino Tocco
Roberto Smiriglia
Armando Romani
Felix Schürmann
Michele Migliore

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1271059

5,095 views

Original Research

Published on 13 Oct 2023

Prognostic estimation for acute ischemic stroke patients undergoing mechanical thrombectomy within an extended therapeutic window using an interpretable machine learning model

Lin Tong
Yun Sun
Yueqi Zhu
Hui Luo
Wan Wan
Ying Wu

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1273827

8,146 views
1 citation

Technology and Code

Published on 27 Sep 2023

Web-based processing of physiological noise in fMRI: addition of the PhysIO toolbox to CBRAIN

Darius Valevicius
Natacha Beck
Lars Kasper
Sergiy Boroday
Johanna Bayer
Pierre Rioux
Bryan Caron
Reza Adalat
Alan C. Evans
Najmeh Khalili-Mahani

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1251023

9,893 views
2 citations

Technology and Code

Published on 26 Sep 2023

oFVSD: a Python package of optimized forward variable selection decoder for high-dimensional neuroimaging data

Tung Dang
Alan S. R. Fermin
Maro G. Machizawa

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1266713

10,664 views
7 citations

Brief Research Report

Published on 14 Sep 2023

PyDapsys: an open-source library for accessing electrophysiology data recorded with DAPSYS

Peter Konradi
Alina Troglio
Ariadna Pérez Garriga
Aarón Pérez Martín
Rainer Röhrig
Barbara Namer
Ekaterina Kutafina

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1250260

11,044 views
6 citations

Original Research

Published on 31 Aug 2023

NeuroBridge: a prototype platform for discovery of the long-tail neuroimaging data

Lei Wang
José Luis Ambite
Abhishek Appaji
Janine Bijsterbosch
Jerome Dockes
Rick Herrick
Alex Kogan
Howard Lander
Daniel Marcus
Stephen M. Moore

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1215261

14,367 views
5 citations

Original Research

Published on 29 Aug 2023

Time to consider animal data governance: perspectives from neuroscience

Damian Eke
George Ogoh
William Knight
Bernd Stahl

Frontiers in Neuroinformatics

doi 10.3389/fninf.2023.1233121

13,491 views
4 citations

86 Publications

volumes

Comparing feature selection and machine learning approaches for predicting CYP2D6 methylation from genetic variation

Introducing Region Based Pooling for handling a varied number of EEG channels for deep learning models

SDA: a data-driven algorithm that detects functional states applied to the EEG of Guhyasamaja meditation

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

The past, present and future of neuroscience data sharing: a perspective on the state of practices and infrastructure for FAIR

The hemodynamic response function as a type 2 diabetes biomarker: a data-driven approach

NeuroDecodeR: a package for neural decoding in R

AngoraPy: A Python toolkit for modeling anthropomorphic goal-driven sensorimotor systems

An interactive image segmentation method for the anatomical structures of the main olfactory bulb with micro-level resolution

Establishing a nomogram to predict refracture after percutaneous kyphoplasty by logistic regression

Evaluation of an English language phoneme-based imagined speech brain computer interface with low-cost electroencephalography

Factorized discriminant analysis for genetic signatures of neuronal phenotypes

Systematic bibliometric and visualized analysis of research hotspots and trends in artificial intelligence in autism spectrum disorder

Few-shot EEG sleep staging based on transductive prototype optimization network

Translating single-neuron axonal reconstructions into meso-scale connectivity statistics in the mouse somatosensory thalamus

Tissue Oxygen Depth Explorer: an interactive database for microscopic oxygen imaging data

Corrigendum: Learning the heterogeneous representation of brain's structure from serial SEM images using a masked autoencoder

Online interoperable resources for building hippocampal neuron models via the Hippocampus Hub

Prognostic estimation for acute ischemic stroke patients undergoing mechanical thrombectomy within an extended therapeutic window using an interpretable machine learning model

Web-based processing of physiological noise in fMRI: addition of the PhysIO toolbox to CBRAIN

oFVSD: a Python package of optimized forward variable selection decoder for high-dimensional neuroimaging data

PyDapsys: an open-source library for accessing electrophysiology data recorded with DAPSYS

NeuroBridge: a prototype platform for discovery of the long-tail neuroimaging data

Time to consider animal data governance: perspectives from neuroscience