Leveraging Big Data Mining to Advance Neurological Research

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ORIGINAL RESEARCH

Accepted on 02 Feb 2026

The Lithuanian multiple sclerosis registry: current framework and quality challenges

Julija Isačenko
Dalia Musneckienė
Rasa Kizliatienė
Nataša Giedraitienė
Romualdas Kizlaitis
Lina Malcienė
Dalius Jatuzis
Gintaras Kaubrys
Daiva Rastenyte

REVIEW

Published on 14 Jan 2026

Effect of traditional Chinese exercises on motor function, balance, gait, and quality of life in patients with Parkinson’s disease: a systematic review and meta-analysis

Song Yapei
Li Liang
Fan Tonggang
Huang Xiaoyan
Zhao Chun'ai

doi 10.3389/fneur.2025.1708466

620 views

ORIGINAL RESEARCH

Published on 12 Jan 2026

Explainable machine learning for stroke risk prediction: a comparative study with SHAP-based interpretation

Xiaoyu Tang
Min Tang
Wu Liu
Shaoyang Cui

doi 10.3389/fneur.2025.1716984

786 views

ORIGINAL RESEARCH

Published on 24 Oct 2025

Development and validation of a predictive model for acute myelitis secondary to hyperextension-induced spinal cord injury in pediatric patients

Honghui Lei
Haoran Yin
Fangyong Wang
Yang Yu
Wenjie Zhang
Meiling Cheng
Sitong Su

doi 10.3389/fneur.2025.1629920

1,147 views

ORIGINAL RESEARCH

Published on 23 Oct 2025

Nationwide epidemiological study of subarachnoid hemorrhage: trends in admissions, mortality, seasonality, costs, clipping, embolization, and the impact of COVID-19

Thiago Oscar Goulart
Thire Baggio Machado Marazzi
Rosane Aparecida Monteiro
Gleici da Silva Castro Perdoná
Millene Rodrigues Camilo
Octávio Marques Pontes-Neto

doi 10.3389/fneur.2025.1630224

1,457 views
2 citations

SYSTEMATIC REVIEW

Published on 13 Oct 2025

Efficacy and safety of bloodletting therapy for acute herpes zoster: a systematic review and meta-analysis

Danhui Wu
Yanbin Jiang
Qiqi Wu
Yibo Jin
Chenda Wang
Lihua Guan
Wei Shao

doi 10.3389/fneur.2025.1674245

2,601 views

REVIEW

Published on 18 Aug 2025

Artificial intelligence in electroencephalography analysis for epilepsy diagnosis and management

Chenxi Wang
Xinyue Yuan
Wei Jing

doi 10.3389/fneur.2025.1615120

4,672 views
1 citation

ORIGINAL RESEARCH

Published on 24 Jul 2025

Global, regional, and national burden of motor neuron disease in adults aged 65 years and older from 1990 to 2021 and forecast to 2040

Quanfeng Zhao
Bin Zhang
Xiulan Chen
Peishu Fu
Yang Yang
Qian Wang

doi 10.3389/fneur.2025.1641887

2,466 views
1 citation

ORIGINAL RESEARCH

Published on 13 Jun 2025

Association between finasteride with subjective memory deficits: a study from the NHANES and FAERS databases

Hao Zhang
Hongqi Ou
Panli Zhao
Xi Luo
Ping Zhang
Hua Huang

doi 10.3389/fneur.2025.1616851

11,431 views
1 citation

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Neuroepidemiology

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Articles

The Lithuanian multiple sclerosis registry: current framework and quality challenges

Effect of traditional Chinese exercises on motor function, balance, gait, and quality of life in patients with Parkinson’s disease: a systematic review and meta-analysis

Explainable machine learning for stroke risk prediction: a comparative study with SHAP-based interpretation

Development and validation of a predictive model for acute myelitis secondary to hyperextension-induced spinal cord injury in pediatric patients

Nationwide epidemiological study of subarachnoid hemorrhage: trends in admissions, mortality, seasonality, costs, clipping, embolization, and the impact of COVID-19

Efficacy and safety of bloodletting therapy for acute herpes zoster: a systematic review and meta-analysis

Artificial intelligence in electroencephalography analysis for epilepsy diagnosis and management

Global, regional, and national burden of motor neuron disease in adults aged 65 years and older from 1990 to 2021 and forecast to 2040

Association between finasteride with subjective memory deficits: a study from the NHANES and FAERS databases

Frontiers in Neurology

Neuroepidemiology

Global, regional, and national burden of motor neuron disease in adults aged 65 years and older from 1990 to 2021 and forecast to 2040