Frontiers in Neurology | Artificial Intelligence in Neurology

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

225 views

Original Research

Accepted on 30 Jun 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

Clinical Trial

Accepted on 30 Jun 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

286 views

Original Research

Accepted on 26 Jun 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

111 views

Original Research

Accepted on 24 Jun 2025

Pose Estimation for Health Data Analysis: Advancing AI in Neuroscience and Psychology

in Artificial Intelligence in Neurology

Daoyu Zhu

Frontiers in Neurology

doi 10.3389/fneur.2025.1596408

277 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

384 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

352 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

351 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

1,070 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

1,062 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

564 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

1,342 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

926 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

1,104 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

1,841 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

762 views