Frontiers in Neurology | Artificial Intelligence in Neurology

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

1,212 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

1,387 views
5 citations

Original Research

Published on 30 Aug 2024

Enhancing intracranial efficacy prediction of osimertinib in non-small cell lung cancer: a novel approach through brain MRI radiomics

in Artificial Intelligence in Neurology

Xin Tang
Yuan Li
Wen-Lei Qian
Pei-Lun Han
Wei-Feng Yan
Zhi-Gang Yang

Frontiers in Neurology

doi 10.3389/fneur.2024.1399983

1,250 views
1 citation

Original Research

Published on 27 Aug 2024

Radiomics based on diffusion tensor imaging and 3D T1-weighted MRI for essential tremor diagnosis

in Artificial Intelligence in Neurology

Bintao Xu
Li Tao
Honge Gui
Pan Xiao
Xiaole Zhao
Hongyu Wang
Huiyue Chen
Hansheng Wang
Fajin Lv
Tianyou Luo

Frontiers in Neurology

doi 10.3389/fneur.2024.1460041

1,088 views
1 citation

Original Research

Published on 15 Aug 2024

Dominating Alzheimer's disease diagnosis with deep learning on sMRI and DTI-MD

in Artificial Intelligence in Neurology

Yuxia Li
Guanqun Chen
Guoxin Wang
Zhiyi Zhou
Shan An
Shipeng Dai
Yuxin Jin
Chao Zhang
Mingkai Zhang
Feng Yu

Frontiers in Neurology

doi 10.3389/fneur.2024.1444795

2,368 views
1 citation

Original Research

Published on 25 Jul 2024

Automated identification of thrombectomy amenable vessel occlusion on computed tomography angiography using deep learning

in Artificial Intelligence in Neurology

Jung Hoon Han
Sue Young Ha
Hoyeon Lee
Gi-Hun Park
Hotak Hong
Dongmin Kim
Jae Guk Kim
Joon-Tae Kim
Leonard Sunwoo
Chi Kyung Kim

Frontiers in Neurology

doi 10.3389/fneur.2024.1442025

1,925 views
4 citations

Original Research

Published on 16 Jul 2024

Ischemic perfusion radiomics: assessing neurological impairment in acute ischemic stroke

in Artificial Intelligence in Neurology

Jiaxi Lu
Mazen M. Yassin
Yingwei Guo
Yingjian Yang
Fengqiu Cao
Jiajing Fang
Asim Zaman
Haseeb Hassan
Xueqiang Zeng
Xiaoqiang Miao

Frontiers in Neurology

doi 10.3389/fneur.2024.1441055

1,311 views

Mini Review

Published on 10 Jul 2024

Artificial intelligence in ischemic stroke images: current applications and future directions

in Artificial Intelligence in Neurology

Ying Liu
Zhongjian Wen
Yiren Wang
Yuxin Zhong
Jianxiong Wang
Yiheng Hu
Ping Zhou
Shengmin Guo

Frontiers in Neurology

doi 10.3389/fneur.2024.1418060

5,333 views
4 citations

Original Research

Published on 04 Jul 2024

Depressive and mania mood state detection through voice as a biomarker using machine learning

in Artificial Intelligence in Neurology

Jun Ji
Wentian Dong
Jiaqi Li
Jingzhu Peng
Chaonan Feng
Rujia Liu
Chuan Shi
Yantao Ma

Frontiers in Neurology

doi 10.3389/fneur.2024.1394210

2,167 views
2 citations

Original Research

Published on 25 Jun 2024

Validation and refinement of a predictive nomogram using artificial intelligence: assessing in-hospital mortality in patients with large hemispheric cerebral infarction

in Artificial Intelligence in Neurology

Jian Ding
Xiaoming Ma
Wendie Huang
Chunxian Yue
Geman Xu
Yumei Wang
Shiying Sheng
Meng Liu
Yi Ren

Frontiers in Neurology

doi 10.3389/fneur.2024.1398142

1,061 views
2 citations

Original Research

Published on 19 Jun 2024

Decoding Wilson disease: a machine learning approach to predict neurological symptoms

in Artificial Intelligence in Neurology

Yulong Yang
Gang-Ao Wang
Shuzhen Fang
Xiang Li
Yufeng Ding
Yuqi Song
Wei He
Zhihong Rao
Ke Diao
Xiaolei Zhu

Frontiers in Neurology

doi 10.3389/fneur.2024.1418474

1,837 views
2 citations

Review

Published on 18 Jun 2024

An analysis of stimulation methods used in rehabilitation equipment for children with cerebral palsy

in Artificial Intelligence in Neurology

Cunxiao Guo
Yongdan Cun
Bo Xia
Suyu Chen
Can Zhang
Yiping Chen
Exian Shan
Pengyue Zhang
Xiantao Tai

Frontiers in Neurology

doi 10.3389/fneur.2024.1371332

1,891 views
1 citation

Original Research

Published on 09 May 2024

Machine learning models reveal the critical role of nighttime systolic blood pressure in predicting functional outcome for acute ischemic stroke after endovascular thrombectomy

in Artificial Intelligence in Neurology

Dingkang Xu
Peng Qi
Peng Liu
Hongchun Yang
Gengfan Ye
Dezhi Shan
Shixiong Lei
Guozheng Yang
Junqing Ding
Hui Liang

Frontiers in Neurology

doi 10.3389/fneur.2024.1405668

1,557 views
2 citations

Original Research

Published on 29 Apr 2024

An exploration on the machine-learning-based stroke prediction model

in Artificial Intelligence in Neurology

Shenshen Zhi
Xiefei Hu
Yan Ding
Huajian Chen
Xun Li
Yang Tao
Wei Li

Frontiers in Neurology

doi 10.3389/fneur.2024.1372431

2,541 views
4 citations

Original Research

Published on 24 Apr 2024

Research on the pathogenesis of Alzheimer's disease based on thalamocortical computational model

in Artificial Intelligence in Neurology

Yijin Gang
Tao Li
Xianjing Xu
Qi Zheng
Weiping Wang

Frontiers in Neurology

doi 10.3389/fneur.2024.1353305

943 views

Mini Review

Published on 17 Apr 2024

Advances in research and application of artificial intelligence and radiomic predictive models based on intracranial aneurysm images

in Artificial Intelligence in Neurology

Zhongjian Wen
Yiren Wang
Yuxin Zhong
Yiheng Hu
Cheng Yang
Yan Peng
Xiang Zhan
Ping Zhou
Zhen Zeng

Frontiers in Neurology

doi 10.3389/fneur.2024.1391382

3,103 views
4 citations