Frontiers in Neurology | Artificial Intelligence in Neurology

Original Research

Published on 13 Jan 2025

A deep learning model for carotid plaques detection based on CTA images: a two stepwise early-stage clinical validation study

in Artificial Intelligence in Neurology

Zhongping Guo
Ying Liu
Jingxu Xu
Chencui Huang
Fandong Zhang
Chongchang Miao
Yonggang Zhang
Mengshuang Li
Hangsheng Shan
Yan Gu

Frontiers in Neurology

doi 10.3389/fneur.2024.1480792

762 views

Original Research

Published on 07 Jan 2025

Prediction of clinical efficacy of acupuncture intervention on upper limb dysfunction after ischemic stroke based on machine learning: a study driven by DSA diagnostic reports data

in Artificial Intelligence in Neurology

Yaning Liu
Yuqi Tang
Zechen Li
Pei Yu
Jing Yuan
Lichuan Zeng
Can Wang
Su Li
Ling Zhao

Frontiers in Neurology

doi 10.3389/fneur.2024.1441886

778 views

Original Research

Published on 06 Jan 2025

Utilizing machine-learning techniques on MRI radiomics to identify primary tumors in brain metastases

in Artificial Intelligence in Neurology

W. L. Yang
X. R. Su
S. Li
K. Y. Zhao
Q. Yue

Frontiers in Neurology

doi 10.3389/fneur.2024.1474461

844 views

Original Research

Published on 13 Dec 2024

Deep learning-based multiclass segmentation in aneurysmal subarachnoid hemorrhage

in Artificial Intelligence in Neurology

Julia Kiewitz
Orhun Utku Aydin
Adam Hilbert
Marie Gultom
Anouar Nouri
Ahmed A. Khalil
Peter Vajkoczy
Satoru Tanioka
Fujimaro Ishida
Nora F. Dengler

Frontiers in Neurology

doi 10.3389/fneur.2024.1490216

908 views

Systematic Review

Published on 09 Dec 2024

Machine learning based algorithms for virtual early detection and screening of neurodegenerative and neurocognitive disorders: a systematic-review

in Artificial Intelligence in Neurology

Milad Yousefi
Matin Akhbari
Zhina Mohamadi
Shaghayegh Karami
Hediyeh Dasoomi
Alireza Atabi
Seyed Amirali Sarkeshikian
Mahdi Abdoullahi Dehaki
Hesam Bayati
Negin Mashayekhi

Frontiers in Neurology

doi 10.3389/fneur.2024.1413071

2,996 views
5 citations

Systematic Review

Published on 05 Dec 2024

The application of artificial intelligence in diagnosis of Alzheimer’s disease: a bibliometric analysis

in Artificial Intelligence in Neurology

Xiaoqiong An
Jun He
Bin Bi
Gang Wu
Jianwei Xu
Wenfeng Yu
Zhenkui Ren

Frontiers in Neurology

doi 10.3389/fneur.2024.1510729

2,751 views
1 citation

Original Research

Published on 04 Dec 2024

Application of digital tools and artificial intelligence in the Myasthenia Gravis Core Examination

in Artificial Intelligence in Neurology

Marc Garbey
Quentin Lesport
Helen Girma
Gülşen Öztosun
Mohammed Abu-Rub
Amanda C. Guidon
Vern Juel
Richard J. Nowak
Betty Soliven
Inmaculada Aban

Frontiers in Neurology

doi 10.3389/fneur.2024.1474884

1,516 views
1 citation

Original Research

Published on 24 Oct 2024

Analyzing public discourse of dementia from Spanish and English tweets: a comparative analysis with other neurological disorders

in Artificial Intelligence in Neurology

Javier Domingo-Espiñeira
Óscar Fraile-Martínez
Cielo García Montero
Francisco Jesus Lara Abelenda
Jesús Porta-Etessam
Laura Baras Pastor
Leticia I. Muñoz-Manchado
María Arrieta
Mahdieh Saeidi
Miguel A. Ortega

Frontiers in Neurology

doi 10.3389/fneur.2024.1459578

1,362 views

Original Research

Published on 16 Oct 2024

Identification of middle cerebral artery stenosis in transcranial Doppler using a modified VGG-16

in Artificial Intelligence in Neurology

Dong Xu
Hao Li
Fanghui Su
Sizheng Qiu
Huixia Tong
Meifeng Huang
Jianzhong Yao

Frontiers in Neurology

doi 10.3389/fneur.2024.1394435

760 views
1 citation

Review

Published on 11 Oct 2024

Harnessing artificial intelligence for the diagnosis and treatment of neurological emergencies: a comprehensive review of recent advances and future directions

in Artificial Intelligence in Neurology

Majd A. AbuAlrob
Boulenouar Mesraoua

Frontiers in Neurology

doi 10.3389/fneur.2024.1485799

4,973 views
4 citations

Original Research

Published on 09 Oct 2024

Interpretable machine learning models for predicting short-term prognosis in AChR-Ab+ generalized myasthenia gravis using clinical features and systemic inflammation index

in Artificial Intelligence in Neurology

Yanan Xu
Qi Li
Meng Pan
Xiao Jia
Wenbin Wang
Qiqi Guo
Liqin Luan

Frontiers in Neurology

doi 10.3389/fneur.2024.1459555

1,088 views

Original Research

Published on 01 Oct 2024

Predictive modeling of sensory responses in deep brain stimulation

in Artificial Intelligence in Neurology

László Halász
Bastian E. A. Sajonz
Gabriella Miklós
Gijs van Elswijk
Saman Hagh Gooie
Bálint Várkuti
Gertrúd Tamás
Volker A. Coenen
Loránd Erōss

Frontiers in Neurology

doi 10.3389/fneur.2024.1467307

1,180 views

Original Research

Published on 27 Sep 2024

Multi-task learning for predicting quality-of-life and independence in activities of daily living after stroke: a proof-of-concept study

in Artificial Intelligence in Neurology

Thi Nguyet Que Nguyen
Alejandro García-Rudolph
Joan Saurí
John D. Kelleher

Frontiers in Neurology

doi 10.3389/fneur.2024.1449234

1,479 views
1 citation

Original Research

Published on 16 Sep 2024

Intelligent analysis and measurement of semicircular canal spatial attitude

in Artificial Intelligence in Neurology

Mi Zhou
Jiesheng Mao
Xiaoqing Li
Yanjun Li
Xiaokai Yang

Frontiers in Neurology

doi 10.3389/fneur.2024.1396513

816 views

Original Research

Published on 09 Sep 2024

Machine learning-based prediction of early neurological deterioration after intravenous thrombolysis for stroke: insights from a large multicenter study

in Artificial Intelligence in Neurology

Rui Wen
Miaoran Wang
Wei Bian
Haoyue Zhu
Ying Xiao
Jing Zeng
Qian He
Yu Wang
Xiaoqing Liu
Yangdi Shi

Frontiers in Neurology

doi 10.3389/fneur.2024.1408457

1,168 views

Original Research

Published on 02 Sep 2024

Constructing machine learning models based on non-contrast CT radiomics to predict hemorrhagic transformation after stoke: a two-center study

in Artificial Intelligence in Neurology

Yue Zhang
Gang Xie
Lingfeng Zhang
Junlin Li
Wuli Tang
Danni Wang
Ling Yang
Kang Li

Frontiers in Neurology

doi 10.3389/fneur.2024.1413795

1,375 views
5 citations