Frontiers in Neurology | Artificial Intelligence in Neurology

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

318 views

Original Research

Published on 20 Jun 2025

Insights into gait performance in Parkinson's disease via latent features of deep graph neural networks

in Artificial Intelligence in Neurology

Jiecheng Wu
Ning Su
Xinjin Li
Chao Yao
Jipeng Zhang
Xucheng Zhang
Wei Sun

Frontiers in Neurology

doi 10.3389/fneur.2025.1567344

285 views

Original Research

Accepted on 19 Jun 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

193 views

Original Research

Published on 18 Jun 2025

Construction of a risk prediction model for pulmonary infection in patients with spontaneous intracerebral hemorrhage during the recovery phase based on machine learning

in Artificial Intelligence in Neurology

Jixiang Xu
Yuan Li
Fumin Zhu
Xiaoxiao Han
Liang Chen
Yinliang Qi
Xiaomei Zhou

Frontiers in Neurology

doi 10.3389/fneur.2025.1571755

304 views

Original Research

Published on 05 Jun 2025

Evaluating the value of machine learning models for predicting hematoma expansion in acute spontaneous intracerebral hemorrhage based on CT imaging features of hematomas and surrounding oedema

in Artificial Intelligence in Neurology

Tianyu Yang
Zhen Zhao
Yan Gu
Shengkai Yang
Yonggang Zhang
Lei Li
Ting Wang
Zhongchang Miao

Frontiers in Neurology

doi 10.3389/fneur.2025.1567525

940 views

Original Research

Published on 04 Jun 2025

Machine learning-based prediction of 6-month functional recovery in hypertensive cerebral hemorrhage: insights from XGBoost and SHAP analysis

in Artificial Intelligence in Neurology

Menghui He
Zhongsheng Lu
Yiwei Lv
Zihai Cheng
Qiang Zhang
Xiaoqing Jin
Pei Han

Frontiers in Neurology

doi 10.3389/fneur.2025.1608341

925 views

Original Research

Published on 04 Jun 2025

The value of Fast Dixon combined with deep learning technology in contrast agent-free high-resolution magnetic resonance imaging of the brachial plexus

in Artificial Intelligence in Neurology

Si Xie
Xuehui Du
Zhitao Zhang
Guangxiang Chen

Frontiers in Neurology

doi 10.3389/fneur.2025.1558927

463 views

Mini Review

Published on 02 Jun 2025

Research progress in predicting the conversion from mild cognitive impairment to Alzheimer’s disease via multimodal MRI and artificial intelligence

in Artificial Intelligence in Neurology

Min Ai
Yu Liu
Dan Liu
Chengxi Yan
Xia Wang
Xun Chen

Frontiers in Neurology

doi 10.3389/fneur.2025.1596632

1,151 views

Original Research

Published on 27 May 2025

Deep learning-based automated segmentation for the quantitative diagnosis of cerebral small vessel disease via multisequence MRI

in Artificial Intelligence in Neurology

Huiyu Zhao
Miaoyi Zhang
Weijun Tang
Luyuan Jin
Jie Tang
Langfeng Shi
Xiao Deng
Jianhui Fu
Weiwen Zou

Frontiers in Neurology

doi 10.3389/fneur.2025.1540923

796 views

Mini Review

Published on 16 May 2025

Research progress of artificial intelligence in moyamoya disease

in Artificial Intelligence in Neurology

Huimin Huang
Ning Zheng
Lei Feng
Shuo Shao

Frontiers in Neurology

doi 10.3389/fneur.2025.1581338

981 views

Systematic Review

Published on 13 May 2025

Performance of deep learning models for automatic histopathological grading of meningiomas: a systematic review and meta-analysis

in Artificial Intelligence in Neurology

Parsia Noori Mirtaheri
Matin Akhbari
Farnaz Najafi
Hoda Mehrabi
Ali Babapour
Zahra Rahimian
Amirhossein Rigi
Saeid Rahbarbaghbani
Hesam Mobaraki
Sanaz Masoumi

Frontiers in Neurology

doi 10.3389/fneur.2025.1536751

1,653 views
1 citation

Original Research

Published on 12 May 2025

Automatic collateral quantification in acute ischemic stroke using U2-net

in Artificial Intelligence in Neurology

Qingqing Lu
Hongyi Chen
Junyan Fu
Xiaodong Zheng
Yiren Xu
Yuning Pan

Frontiers in Neurology

doi 10.3389/fneur.2025.1502382

724 views

Original Research

Published on 09 May 2025

Migraine triggers, phases, and classification using machine learning models

in Artificial Intelligence in Neurology

Anusha Reddy
Ajit Reddy

Frontiers in Neurology

doi 10.3389/fneur.2025.1555215

1,258 views

Original Research

Published on 07 May 2025

Interpretable machine learning for early predicting the risk of ventilator-associated pneumonia in ischemic stroke patients in the intensive care unit

in Artificial Intelligence in Neurology

Heshan Cao
Junying Wei
Ping Hua
Songran Yang

Frontiers in Neurology

doi 10.3389/fneur.2025.1513732

1,525 views

Original Research

Published on 29 Apr 2025

Detecting emotional disorder with eye movement features in sports watching

in Artificial Intelligence in Neurology

Wei Qiang
Lin Yang
Xucheng Zhang
Na Liu
Yanyong Wang
Jipeng Zhang
Yixin Long
Weiwei Xu
Wei Sun

Frontiers in Neurology

doi 10.3389/fneur.2025.1562785

1,073 views

Original Research

Published on 15 Apr 2025

Longitudinal alterations in morphological brain networks and cognitive function in common-type COVID-19: a 3-month follow-up study

in Artificial Intelligence in Neurology

Ying Liu
Bei Peng
Haixia Qin
Kaixuan Zhou
Shihuan Lin
Yinqi Lai
Lingyan Liang
Gaoxiong Duan
Xiaocheng Li
Xiaoyan Zhou

Frontiers in Neurology

doi 10.3389/fneur.2025.1549195

901 views