Frontiers in Neurology | Artificial Intelligence in Neurology

Opinion

Published on 01 Oct 2025

Combined with multimodal medical imaging and artificial intelligence for early diagnosis of Parkinson's disease

in Artificial Intelligence in Neurology

Sitong Lu
Shuang Gui
Chunyun Wang
Yu Liu

Frontiers in Neurology

doi 10.3389/fneur.2025.1650968

829 views

Original Research

Accepted on 26 Sep 2025

Intracranial Aneurysm Segmentation on Digital Subtraction Angiography: A Retrospective and Multi-center Study

in Artificial Intelligence in Neurology

Ruibo Liu
Ruixuan Zhang
Wei Qian
Guobiao Liang
Guangxin Chu
Hai Jin
Ligang Chen
Jing Li
He Ma

Frontiers in Neurology

doi 10.3389/fneur.2025.1646517

470 views

Original Research

Published on 26 Sep 2025

Application of algorithms based on improved YOLO in MRI image detection of brain tumors

in Artificial Intelligence in Neurology

Jinghui Chen
Tao Yang
Lianxin Xie
Lanlan Yang
Hongjia Zhao

Frontiers in Neurology

doi 10.3389/fneur.2025.1646476

8,777 views

Original Research

Accepted on 24 Sep 2025

Association Between White Matter Structural Damage and Cognitive Impairment in Patients with Cerebral Small Vessel Disease Based on TBSS Technology

in Artificial Intelligence in Neurology

Qingqing Zheng
YaXi Luo
Chunyun Wang
Chengxi Yan
GuoWei Zhou
Min Ai

Frontiers in Neurology

doi 10.3389/fneur.2025.1647129

648 views

Original Research

Published on 24 Sep 2025

An explainable CT-based machine learning model integrating carotid plaque and perivascular adipose tissue for predicting symptomatic plaques

in Artificial Intelligence in Neurology

Hanzhe Wang
Jingkai Xu
Chengeng Ye
Aiyun Sun
Kun Tang
Yimin Chen
Zhe Xiao
Shulan Chen
Linfeng Shao
Xiangwu Zheng

Frontiers in Neurology

doi 10.3389/fneur.2025.1679861

1,237 views

Original Research

Accepted on 23 Sep 2025

Automatic Diagnosis of Type 2 Diabetes Mellitus with Mild Cognitive 1 Impairment Using Artificial Intelligence Base on Routine T1-weighted MRI

in Artificial Intelligence in Neurology

Chang Li
Jun Zhang
Bo Xue
Yuwei Xia
Feng Shi
Xingyan Le
Junbang Feng
Peng Chen
Chuanming Li

Frontiers in Neurology

doi 10.3389/fneur.2025.1599793

398 views

Mini Review

Published on 23 Sep 2025

Artificial intelligence in the task of segmentation and classification of brain metastases images: current challenges and future opportunities

in Artificial Intelligence in Neurology

Yiheng Hu
Chao Gao
Yiren Wang
Zhongjian Wen
Cheng Yang
Hairui Deng
Shouying Chen
Yunfei Li
Haowen Pang
Ping Zhou

Frontiers in Neurology

doi 10.3389/fneur.2025.1581422

2,144 views

Original Research

Accepted on 18 Sep 2025

Evaluation of two AI techniques for the detection of new T2/FLAIR lesions in the follow-up of multiple sclerosis patients

in Artificial Intelligence in Neurology

Milica Mastilovic
Olivier Heinzlef
Christian Federau
Verónica Muños-Ramírez
Marie Blanchere
Jasmina Boban
Francois Cotton
Myriam Edjlali

Frontiers in Neurology

doi 10.3389/fneur.2025.1678073

740 views

Original Research

Published on 17 Sep 2025

Machine learning models for mortality prediction in patients with spontaneous subarachnoid hemorrhage following ICU treatment

in Artificial Intelligence in Neurology

Wenwen Hu
Danfeng Yu
Liwen Zhang
Jing Zhang

Frontiers in Neurology

doi 10.3389/fneur.2025.1648353

732 views

Brief Research Report

Published on 10 Sep 2025

Federated learning for lesion segmentation in multiple sclerosis: a real-world multi-center feasibility study

in Artificial Intelligence in Neurology

Sarah Hindawi
Bartlomiej Szubstarski
Eric Boernert
Björn Tackenberg
Jens Wuerfel

Frontiers in Neurology

doi 10.3389/fneur.2025.1620469

1,520 views

Original Research

Published on 09 Sep 2025

Deep learning-based prediction of cerebral white matter hyperintensity burden using carotid magnetic resonance angiography

in Artificial Intelligence in Neurology

Jiho Lee
Kyu Sung Choi
Seung Hong Choi
Inpyeong Hwang
Taehoon Shin

Frontiers in Neurology

doi 10.3389/fneur.2025.1656705

1,212 views

Original Research

Accepted on 08 Sep 2025

Using artificial intelligence and radiomics to analyze imaging features of neurodegenerative diseases

in Artificial Intelligence in Neurology

Fang Wang

Frontiers in Neurology

doi 10.3389/fneur.2025.1624867

619 views

Original Research

Published on 08 Sep 2025

Development of a radiomics-based model for diagnosis of multiple system atrophy using multimodal MRI

in Artificial Intelligence in Neurology

Zhichao Li
Wei Zhang
Ran Yang
Dong Chen
Xin Li
Kun Wang
Lei Cheng
Heng Yang
Yili Deng

Frontiers in Neurology

doi 10.3389/fneur.2025.1650350

1,158 views

Original Research

Published on 04 Sep 2025

Study on the prediction of short-term clinical changes after cerebral infarction using carotid plaque ultrasound strain elastography

in Artificial Intelligence in Neurology

Mingqiu Li
Shiwen Weng
Qian Song
Huiyu Ge

Frontiers in Neurology

doi 10.3389/fneur.2025.1652157

1,445 views

Original Research

Published on 04 Sep 2025

Automatic differentiation of Parkinson’s disease motor subtypes based on deep learning and radiomics

in Artificial Intelligence in Neurology

Dongming Hui
Xia Wang
Lu Xie
Fengxi Chen
Yi Guo
Yaxi Luo
Xiaojing He

Frontiers in Neurology

doi 10.3389/fneur.2025.1650985

993 views

Original Research

Published on 29 Aug 2025

PlgFormer: parallel extraction of local-global features for AD diagnosis on sMRI using a unified CNN-transformer architecture

in Artificial Intelligence in Neurology

Guoxin Wang
Yuxia Li
Zhiyi Zhou
Shan An
Xuyang Cao
Yuxin Jin
Zhengqin Sun
Guanqun Chen
Mingkai Zhang
Zhixiong Li

Frontiers in Neurology

doi 10.3389/fneur.2025.1626922

980 views