Frontiers in Neurology | Artificial Intelligence in Neurology

Brief Research Report

Accepted on 15 Aug 2025

Federated Learning for Lesion Segmentation in Multiple Sclerosis: A Real-World Multi-Center Feasibility Study

in Artificial Intelligence in Neurology

Sarah Hindawi
Bartlomiej Szubstarski
Eric Boernert
Jens Wuerfel
Björn Tackenberg

Frontiers in Neurology

doi 10.3389/fneur.2025.1620469

182 views

Original Research

Published on 12 Aug 2025

X-FASNet: cross-scale feature-aware with self-attention network for cognitive decline assessment in Alzheimer's disease

in Artificial Intelligence in Neurology

Wenhui Chen
Shunwu Xu
Yiran Peng
Hong Zhang
Jian Zhang
Huaihao Zheng
Hao Yan
Zhaowen Chen

Frontiers in Neurology

doi 10.3389/fneur.2025.1630838

385 views

Original Research

Published on 11 Aug 2025

Pose estimation for health data analysis: advancing AI in neuroscience and psychology

in Artificial Intelligence in Neurology

Juan Yu
Daoyu Zhu

Frontiers in Neurology

doi 10.3389/fneur.2025.1596408

581 views

Original Research

Accepted on 07 Aug 2025

PlgFormer: Parallel extraction of local-global features for AD diagnosis on sMRI using a unified CNN-TransFormer architecture

in Artificial Intelligence in Neurology

Gouxin Wang
Yuxia Li
Zhiyi Zhou
Shan An
Xuyang Cao
Yuxin Jin
Zhengqin Sun
Guanqun Chen
Mingkai Zhang
Zhixiong Li

Frontiers in Neurology

doi 10.3389/fneur.2025.1626922

169 views

Opinion

Accepted on 07 Aug 2025

Combined with multimodal medical imaging and artificial intelligence for early diagnosis of Parkinson's disease

in Artificial Intelligence in Neurology

Sitong Lu
Shuang Gui
Chunyun Wang
Yu Liu MM

Frontiers in Neurology

doi 10.3389/fneur.2025.1650968

362 views

Review

Accepted on 04 Aug 2025

Progress of radiomics research on white matter hyperintensity lesions

in Artificial Intelligence in Neurology

Lin Du
LiePing Wang
WeiGuo Li
DeSheng Li
Min Zeng
Gang Shen

Frontiers in Neurology

doi 10.3389/fneur.2025.1647724

113 views

Original Research

Accepted on 01 Aug 2025

Risk Factors for Postoperative Complications after UBE Surgery for Thoracic Spinal Stenosis and Construction of a Nomogram Predictive Model

in Artificial Intelligence in Neurology

Mingkui Shen
Lulu Wang
Zhongxin Tang
Xiaohu Wang
Hejun Yang

Frontiers in Neurology

doi 10.3389/fneur.2025.1616590

575 views

Original Research

Published on 31 Jul 2025

High-gamma and beta bursts in the left supramarginal gyrus can differentiate verbal memory states and performance

in Artificial Intelligence in Neurology

Shennan Aibel Weiss
Nicolás Sawczuk
Daniel Y. Rubinstein
Michael R. Sperling
Katrina Wendel-Mitoraj
Päivi Österman
René Dumay-Roscher
Charles B. Mikell
Sima Mofakham
Kelly Coulehan

Frontiers in Neurology

doi 10.3389/fneur.2025.1627528

1,370 views

Mini Review

Published on 28 Jul 2025

Harnessing artificial intelligence for brain disease: advances in diagnosis, drug discovery, and closed-loop therapeutics

in Artificial Intelligence in Neurology

Su-jun Fang
Zhao-di Yin
Qi Cai
Li-fan Li
Peng-fei Zheng
Li-zhen Chen

Frontiers in Neurology

doi 10.3389/fneur.2025.1615523

1,337 views

Original Research

Published on 25 Jul 2025

Predicting cognitive decline in cognitively impaired patients with ischemic stroke with high risk of cerebral hemorrhage: a machine learning approach

in Artificial Intelligence in Neurology

Eun Namgung
Young Sun Kim
Sun U. Kwon
Dong-Wha Kang

Frontiers in Neurology

doi 10.3389/fneur.2025.1569073

646 views

Original Research

Accepted on 23 Jul 2025

Quantitative analysis of gait parameters in Parkinson's disease and the clinical significance

in Artificial Intelligence in Neurology

Wenchao Yin
Hong Gao
Beichen Liang
Ruichen Liu
Yue Liu
Chenxin Shen
Xiaohui Niu
Cui Wang

Frontiers in Neurology

doi 10.3389/fneur.2025.1527020

Original Research

Published on 18 Jul 2025

A multitask framework based on CA-EfficientNetV2 for the prediction of glioma molecular biomarkers

in Artificial Intelligence in Neurology

Qian Xu
Feng Ning Liang
Ya Ru Cao
Jin Duan
Teng Cui
Teng Zhao
Hong Zhu

Frontiers in Neurology

doi 10.3389/fneur.2025.1609594

634 views

Original Research

Published on 17 Jul 2025

The effect of rTMS intervention with different targets on neural remodeling in stroke patients: a randomized controlled trial

in Artificial Intelligence in Neurology

Li Zhao
Li Chen
Qiu Wang
Xinyi Li
Sha Li
Chunxiao Wan

Frontiers in Neurology

doi 10.3389/fneur.2025.1539393

1,116 views

Review

Published on 16 Jul 2025

Artificial intelligence in neurodegenerative diseases research: a bibliometric analysis since 2000

in Artificial Intelligence in Neurology

Yabin Zhang
Lei Yu
Yuting Lv
Tiantian Yang
Qi Guo

Frontiers in Neurology

doi 10.3389/fneur.2025.1607924

2,059 views

Original Research

Published on 02 Jul 2025

A deep learning-based image analysis model for automated scoring of horizontal ocular movement disorders

in Artificial Intelligence in Neurology

Xiao-lu Jin
Yu-fei Liu
Bing-bing He
Yi-fei Fan
Ling-yun Zhou

Frontiers in Neurology

doi 10.3389/fneur.2025.1522894

942 views

Editorial

Published on 20 Jun 2025

Editorial: AI's transformative role in neuro-intervention: enhancing diagnosis and treatment strategies

in Artificial Intelligence in Neurology

Shencai Chen
Donghao Zhang
Fouzi Bala
Hulin Kuang
Aravind Ganesh
Wu Qiu

Frontiers in Neurology

doi 10.3389/fneur.2025.1627547

745 views