Frontiers in Neurology | Artificial Intelligence in Neurology

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

366 views

Systematic Review

Accepted on 29 Apr 2025

Research status and trends of artificial intelligence applications in epilepsy: A bibliometric analysis

in Artificial Intelligence in Neurology

Yan Wu
Lei Qi
Dawei Wang
Guangxin Wang

Frontiers in Neurology

doi 10.3389/fneur.2025.1571398

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

317 views

Original Research

Accepted on 24 Apr 2025

Automatic collateral quantification in acute ischemic stroke using U 2 -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

116 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

546 views

Systematic Review

Accepted on 14 Apr 2025

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

in Artificial Intelligence in Neurology

Mahsa Asadi Anar
Parsia Noori Mirtaheri
Matin Akhbari
Farnaz Najafi
Hoda Mehrabi
Ali Babapour
Zahra Rahimian
Amirhossein Rigi
Saeid Rahbarbaghbani
Hesam Mobaraki

Frontiers in Neurology

doi 10.3389/fneur.2025.1536751

370 views

Original Research

Accepted on 07 Apr 2025

Migraine Triggers, Phases, and Classification with Machine Learning Models

in Artificial Intelligence in Neurology

Anusha Reddy
Ajit Reddy

Frontiers in Neurology

doi 10.3389/fneur.2025.1555215

214 views

Opinion

Published on 02 Apr 2025

Artificial intelligence in neurology, ethics, recent guideline, and law-an Indian perspective

in Artificial Intelligence in Neurology

Tithishri Kundu
Mainak Bardhan

Frontiers in Neurology

doi 10.3389/fneur.2025.1515041

902 views

Opinion

Published on 01 Apr 2025

Transforming long-term adjunctive therapy for cognitive impairment: the role of multimodal self-adaptive digital medicine

in Artificial Intelligence in Neurology

Dong Wen
Yihao Xing
Yiduo Yao
Guangjin Liang
Yijie Xing
Tzyy-Ping Jung
Hao Yu
Xueguang Xie
Xianglong Wan
Tiange Liu

Frontiers in Neurology

doi 10.3389/fneur.2025.1571817

590 views

Original Research

Published on 19 Mar 2025

Identifying depression with mixed features: the potential value of eye-tracking features

in Artificial Intelligence in Neurology

Xing-Chang Liu
Ming Chen
Yu-Jia Ji
Hong-Bei Chen
Yu-Qiao Lin
Zhen Xiao
Qiao-Yan Guan
Wan-Qi Ou
Yue-Ya Wang
Qiao-Ling Xiao

Frontiers in Neurology

doi 10.3389/fneur.2025.1555630

853 views

Systematic Review

Published on 14 Mar 2025

Exploring the potential of machine learning and magnetic resonance imaging in early stroke diagnosis: a bibliometric analysis (2004–2023)

in Artificial Intelligence in Neurology

Jian-cheng Lou
Xiao-fen Yu
Jian-jun Ying
Da-qiao Song
Wen-hua Xiong

Frontiers in Neurology

doi 10.3389/fneur.2025.1505533

964 views

Original Research

Published on 12 Mar 2025

Early prediction of Alzheimer’s disease using artificial intelligence and cortical features on T1WI sequences

in Artificial Intelligence in Neurology

Rong Zeng
Beisheng Yang
Faqi Wu
Huan Liu
Xiaojia Wu
Lin Tang
Rao Song
Qingqing Zheng
Xia Wang
Dajing Guo

Frontiers in Neurology

doi 10.3389/fneur.2025.1552940

771 views

Clinical Trial

Published on 26 Feb 2025

Effects of intermittent theta burst stimulation on upper limb motor recovery in early stroke patients: an fNIRS study

in Artificial Intelligence in Neurology

Menghui Liu
Chunxiao Wan
Chunyan Wang
Xinyi Li

Frontiers in Neurology

doi 10.3389/fneur.2025.1542827

983 views

Original Research

Published on 18 Feb 2025

A comparative study of methods for dynamic survival analysis

in Artificial Intelligence in Neurology

Wieske K. de Swart
Marco Loog
Jesse H. Krijthe

Frontiers in Neurology

doi 10.3389/fneur.2025.1504535

1,070 views

Original Research

Published on 10 Feb 2025

Contrast quality control for segmentation task based on deep learning models—Application to stroke lesion in CT imaging

in Artificial Intelligence in Neurology

Juliette Moreau
Laura Mechtouff
David Rousseau
Omer Faruk Eker
Yves Berthezene
Tae-Hee Cho
Carole Frindel

Frontiers in Neurology

doi 10.3389/fneur.2025.1434334

705 views

Systematic Review

Published on 05 Feb 2025

Effects of virtual reality technology on early mobility in critically ill adult patients: a systematic review and meta-analysis

in Artificial Intelligence in Neurology

Yansha He
Qin Yang
Xiaoxia Dai
Tian Chen
Huan Wu
Kunjie Li
Shiqiong Zhu
Yanlin Liu
Hua Lei

Frontiers in Neurology

doi 10.3389/fneur.2024.1469079

1,471 views