Frontiers in Neurology

Original Research

Published on 02 Jan 2026

Development and validation of an interpretable machine learning model to predict malignant cerebral edema after endovascular treatment in acute anterior circulation large vessel occlusion stroke

in Stroke

Zhiwei Dong
Zhengyu Huang
Hui Hu
Yanan Wang
Chenxin Jiang
Gang Li
Feifeng Liu
Tianrui Zhu
Hao Shen
Chen Chen

Frontiers in Neurology

doi 10.3389/fneur.2025.1694030

1,252 views

Original Research

Published on 02 Jan 2026

Development of a clinical prediction model for inflammatory biomarkers and enlarged basal ganglia perivascular spaces using SHAP analysis: feature selection and model interpretation

in Neurological Biomarkers

Jiayu Lv
Dewang Gao
Wen Yong
Wenlong Yu
Lu Wang
Shangjia Ma
Hua Li
Shuaiqiang Zhang
Zi Guo
Hao Yan

Frontiers in Neurology

doi 10.3389/fneur.2025.1665841

628 views

Original Research

Published on 02 Jan 2026

Trends, risk profiles, and outcomes of ischemic stroke in young adults: a population-based analysis using the national inpatient sample (2010–2022)

in Stroke

Min Li
Wanying Tian
Jiangli Cui
Peisong Lv
Jie Zhang

Frontiers in Neurology

doi 10.3389/fneur.2025.1653204

1,174 views

Original Research

Published on 02 Jan 2026

Association of spinal cord structure with cognition in hereditary spastic paraplegia type 5

in Cognitive and Behavioral Neurology

Xuanyu Chen
Kunxin Lin
Liangliang Qiu
Ruying Yuan
Yusen Qiu
Jin Bi
Zhixian Ye
Wanjin Chen
Ning Wang
Ying Fu

Frontiers in Neurology

doi 10.3389/fneur.2025.1639011

556 views

Systematic Review

Published on 02 Jan 2026

The correlation between perceived psychosocial stress and stroke: a meta-analysis

in Stroke

Yukai Wang
Xiaohua Shi
Lei Xu

Frontiers in Neurology

doi 10.3389/fneur.2025.1639076

794 views

Original Research

Published on 02 Jan 2026

White matter hyperintensity burden in young patent foramen ovale patients and its correlation with migraine

in Headache and Neurogenic Pain

Yuxuan Li
Yangyingqiu Liu
Jinfeng Cao
Qun Shang
Wenjing Zheng
Jiaqi Li
Xinying Shi
Jiaxiang Xin
Wei Zhao
Ye Meng

Frontiers in Neurology

doi 10.3389/fneur.2025.1737566

925 views

Clinical Trial

Published on 02 Jan 2026

A multicenter, international, randomized, single-blind, placebo-controlled study of the efficacy and safety of inosine-nicotinamide-riboflavin-succinic acid in the acute period of traumatic brain injury in adults

in Neurotrauma

Tatiana Kharitonova
Tatiana Bragina
Ekaterina Ivanova
Alexander Savello
Taras Skoromets
Sergey Petrikov

Frontiers in Neurology

doi 10.3389/fneur.2025.1683976

928 views

Systematic Review

Published on 02 Jan 2026

Efficacy and safety of electroacupuncture in the treatment of post-stroke cognitive impairment: a systematic review and meta-analysis

in Experimental Therapeutics

Jiayi Zhu
Xihan Ying
Tianqi Huang
Yufei Zhang
Kelin He
Ruijie Ma

Frontiers in Neurology

doi 10.3389/fneur.2025.1715658

1,095 views

Review

Published on 02 Jan 2026

Enhancing patient care in BPPV-related residual dizziness: introducing the CLEAR algorithm to support BPPV-RD recognition and follow-up strategies

in Neuro-Otology

Herman Kingma
Leonardo Manzari
Nuri Özgirgin

Frontiers in Neurology

doi 10.3389/fneur.2025.1689617

2,143 views

Original Research

Published on 02 Jan 2026

The relationship between nutritional status and sleep quality in Parkinson’s disease: a single tertiary center study

in Cognitive and Behavioral Neurology

Tuanfeng Yang
Jia Lu
Kehan Jin
Xinyue Jiang
Xianzeng Liu

Frontiers in Neurology

doi 10.3389/fneur.2025.1731273

683 views

Original Research

Published on 02 Jan 2026

Early wide systolic pressure excursion is associated with clinical outcomes in acute branch atheromatous disease

in Stroke

Zhong Yao
Zhong Fu
LanYing He
YingLin Liu
Jian Wang

Frontiers in Neurology

doi 10.3389/fneur.2025.1590381

576 views

Review

Published on 02 Jan 2026

Research progress on transcranial direct current stimulation for improving muscle strength: a narrative review

in Experimental Therapeutics

Yiguang Zhang
Yi Zhang
Yu Song
Huaduo Wu
Xin Gao
Yumo Dong
Ning Jiang

Frontiers in Neurology

doi 10.3389/fneur.2025.1709933

725 views

Original Research

Published on 02 Jan 2026

To develop a machine learning-based model for predicting the risk of gastrointestinal bleeding in patients with spontaneous intracerebral hemorrhage

in Stroke

Chenzhu Cai
Jiayin Wang
Mingfa Cai
Zhen Qi
Xieli Guo

Frontiers in Neurology

doi 10.3389/fneur.2025.1690638

714 views

Study Protocol

Published on 02 Jan 2026

Effects of repetitive transcranial magnetic stimulation on upper extremity motor function in stroke survivors: study protocol of a randomized sham-controlled trial

in Neurorehabilitation

Tao Sun
Qian Yu

Frontiers in Neurology

doi 10.3389/fneur.2025.1669862

1,365 views

Original Research

Accepted on 31 Dec 2025

Subregional differences in the hippocampal transcriptomic response after penetrating traumatic brain injury in rats

in Neurotrauma

Erik Lidin
Mårten Risling
Mattias K Sköld

Frontiers in Neurology

289 views

Original Research

Published on 31 Dec 2025

Trends and projections of smoking-attributable ischemic stroke mortality in China, 1990–2035: a global burden of disease study

in Stroke

Zhiguo Wen
Bingxue Zhang
Cong Xia
Meiqiu Chen
Yawei Sun
Yifan Zhang

Frontiers in Neurology

doi 10.3389/fneur.2025.1503359

929 views

Original Research

Accepted on 30 Dec 2025

Advancing Neuro-Ophthalmic Diagnostics: A Multimodal Imaging Approach Integrating OCT Angiography and AI-Enhanced MRI for Improved Visual Pathway Analysis

in Neuro-Ophthalmology

Yuxin Xie

Frontiers in Neurology

192 views

Original Research

Accepted on 29 Dec 2025

B-cell Immune Repertoire analysis of autoimmune neurological syndrome with anti-GAD65 antibodies

in Multiple Sclerosis and Neuroimmunology

Tianya Dong
Siyuan Fan
Haitao Ren
Yinwei Sun
Hongzhi Guan
Jing Wang

Frontiers in Neurology

164 views

Original Research

Accepted on 24 Dec 2025

Development and Validation of a Predictive Model for Mild Cognitive Impairment in Older Adults with Multimorbidity

in Cognitive and Behavioral Neurology

Yanfei Lv
Bingrui Xu
Subin Li
Feihong Lin

Frontiers in Neurology

120 views

Original Research

Accepted on 24 Dec 2025

Seizures in brain tumor hospitalizations in the United States

in Epilepsy

Alka Mithal
Maanek Sehgal
Herbert Newton
Derek Ems
Vince Florio
Gurkirpal Singh

Frontiers in Neurology

1,154 views

Study Protocol

Published on 24 Dec 2025

Efficacy of acupuncture for chronic migraine: a protocol for a multicenter randomized controlled trial

in Headache and Neurogenic Pain

Qianxiu Chen
Zhe Wang
Yu Tang
Xinyu Wu
Yijie Wang
Tianyu Bai
Ying Gao
Huafeng Cui
Jiamei Zhang
Pengcheng Li

Frontiers in Neurology

doi 10.3389/fneur.2025.1647966

1,742 views

Original Research

Accepted on 23 Dec 2025

EXTRACRANIAL VERTEBRAL ARTERY STENOSIS PATIENTS THAT MAY BENEFIT FROM STENT PLACEMENT: POST HOC ANALYSIS FROM RANDOMIZED CONTROLLED TRIALS

in Endovascular and Interventional Neurology

Adnan Iqbal Qureshi
Nived Jayaraj Ranjini
Yilun Huang
Hatem Tolba
Mojgan Golzy
Pashmeen Lakhani
Akash Roy
Christy N Cassarly
Renee' Hebert Martin
Wiiliam J Powers

Frontiers in Neurology

558 views

Original Research

Accepted on 23 Dec 2025

NLF-YOLO:A Lightweight Neuro-Fusion Detector for Emotion-Related Brain Tumor Imaging

in Artificial Intelligence in Neurology

Linxi Li
Yang Li
Zhicong Ding
Zhengnan Yin
Wengang Che

Frontiers in Neurology

161 views

Original Research

Published on 23 Dec 2025

An exploratory analysis of ACNS electroencephalography patterns in 34 comatose patients after in-hospital cardiopulmonary resuscitation

in Neurotechnology

Haibo Zhang
Qinglin Yang
Zhongxin Zhang
Huijuan Meng
Jiawei Wang

Frontiers in Neurology

doi 10.3389/fneur.2025.1710730

914 views

19,883 articles

articles

Development and validation of an interpretable machine learning model to predict malignant cerebral edema after endovascular treatment in acute anterior circulation large vessel occlusion stroke

Development of a clinical prediction model for inflammatory biomarkers and enlarged basal ganglia perivascular spaces using SHAP analysis: feature selection and model interpretation

Trends, risk profiles, and outcomes of ischemic stroke in young adults: a population-based analysis using the national inpatient sample (2010–2022)

Association of spinal cord structure with cognition in hereditary spastic paraplegia type 5

The correlation between perceived psychosocial stress and stroke: a meta-analysis

White matter hyperintensity burden in young patent foramen ovale patients and its correlation with migraine

A multicenter, international, randomized, single-blind, placebo-controlled study of the efficacy and safety of inosine-nicotinamide-riboflavin-succinic acid in the acute period of traumatic brain injury in adults

Efficacy and safety of electroacupuncture in the treatment of post-stroke cognitive impairment: a systematic review and meta-analysis

Enhancing patient care in BPPV-related residual dizziness: introducing the CLEAR algorithm to support BPPV-RD recognition and follow-up strategies

The relationship between nutritional status and sleep quality in Parkinson’s disease: a single tertiary center study

Early wide systolic pressure excursion is associated with clinical outcomes in acute branch atheromatous disease

Research progress on transcranial direct current stimulation for improving muscle strength: a narrative review

To develop a machine learning-based model for predicting the risk of gastrointestinal bleeding in patients with spontaneous intracerebral hemorrhage

Effects of repetitive transcranial magnetic stimulation on upper extremity motor function in stroke survivors: study protocol of a randomized sham-controlled trial

Subregional differences in the hippocampal transcriptomic response after penetrating traumatic brain injury in rats

Trends and projections of smoking-attributable ischemic stroke mortality in China, 1990–2035: a global burden of disease study

Advancing Neuro-Ophthalmic Diagnostics: A Multimodal Imaging Approach Integrating OCT Angiography and AI-Enhanced MRI for Improved Visual Pathway Analysis

B-cell Immune Repertoire analysis of autoimmune neurological syndrome with anti-GAD65 antibodies

Development and Validation of a Predictive Model for Mild Cognitive Impairment in Older Adults with Multimorbidity

Seizures in brain tumor hospitalizations in the United States

Efficacy of acupuncture for chronic migraine: a protocol for a multicenter randomized controlled trial

EXTRACRANIAL VERTEBRAL ARTERY STENOSIS PATIENTS THAT MAY BENEFIT FROM STENT PLACEMENT: POST HOC ANALYSIS FROM RANDOMIZED CONTROLLED TRIALS

NLF-YOLO:A Lightweight Neuro-Fusion Detector for Emotion-Related Brain Tumor Imaging

An exploratory analysis of ACNS electroencephalography patterns in 34 comatose patients after in-hospital cardiopulmonary resuscitation