Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Utilizing an intersectional feminist lens to advance justice-oriented scholarship and practice with survivors of interpersonal violence.

Psychological trauma : theory, research, practice and policy·2026
Same author

Progressive Behavioral Impairment and Region-Specific Monoaminergic Alterations in a Rat Model of Delayed Neuropsychiatric Sequelae After Acute Carbon Monoxide Poisoning.

Brain sciences·2026
Same author

Erratum to "'Site-specific enrichment of highly sialylated N-glycans in an erythropoietin-hybrid Fc fusion protein" [Eur. J. Pharm. Biopharm. 226 (2026) 115147].

European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V·2026
Same author

Site-specific enrichment of highly sialylated N-glycans in an erythropoietin-hybrid Fc fusion protein.

European journal of pharmaceutics and biopharmaceutics : official journal of Arbeitsgemeinschaft fur Pharmazeutische Verfahrenstechnik e.V·2026
Same author

Elucidating the molecular mechanisms underlying the therapeutic effects of 6-shogaol on Parkinson's disease.

Biomedicine & pharmacotherapy = Biomedecine & pharmacotherapie·2026
Same author

Placebo Response in Phase II-III Symptom Intervention Studies: A Focus on Chemotherapy-Induced Peripheral Neuropathy and Associated Neuropathic Pain.

Cancers·2026

相关实验视频

Updated: Jun 27, 2025

Electroencephalography Network Indices as Biomarkers of Upper Limb Impairment in Chronic Stroke
06:37

Electroencephalography Network Indices as Biomarkers of Upper Limb Impairment in Chronic Stroke

Published on: July 14, 2023

869

多任务异质合奏基于学习的跨主题EEG分类 在中风患者中

Minji Lee, Hyeong-Yeong Park, Wanjoo Park

    IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
    |April 29, 2024
    PubMed
    概括

    这项研究引入了一种基于脑电图的新型学习框架,用于中风神经康复. 该方法增强了运动图像和运动执行分类,有助于检测损伤并改善患者护理.

    科学领域:

    • 神经科学是一个神经科学.
    • 生物医学工程 生物医学工程
    • 机器学习 机器学习

    背景情况:

    • 机器人辅助运动训练对于中风神经康复至关重要.
    • 运动图像 (MI) 和运动执行 (ME) 是中风患者大脑计算机接口的关键范式.
    • 脑卒中损伤位置可能会影响神经康复的有效性.

    研究的目的:

    • 引入基于多任务脑电图的异质集体学习 (MEEG-HEL) 框架,用于中风神经康复的跨学科培训.
    • 评估MEEG-HEL框架在分类运动图像和运动执行任务方面的表现,考虑中风病变特征.
    • 评估框架在促进病变检测和改善临床神经康复实用性的潜力.

    主要方法:

    • 利用常见的空间模式从电脑电图 (EEG) 数据中提取特征.
    • 采用顺序向前浮动选择来进行病变特征共享和选择.
    • 实现异质集合作为多任务分类的分类器.
    • 招募了9名患有慢性缺血性中风的患者进行MI和ME (手指敲击) 任务.

    主要成果:

    • MEEG-HEL框架实现了方向识别的0.7419 (MI) 和0.7061 (ME) 的跨学科分类性能,以及运动评估的0.7457 (MI) 和0.6791 (ME).

    更多相关视频

    Simultaneous Scalp Electroencephalography EEG, Electromyography EMG, and Whole-body Segmental Inertial Recording for Multi-modal Neural Decoding
    11:25

    Simultaneous Scalp Electroencephalography EEG, Electromyography EMG, and Whole-body Segmental Inertial Recording for Multi-modal Neural Decoding

    Published on: July 26, 2013

    43.3K
    Author Spotlight: Using Motor Imagery Brain-Computer Interface to Improve Motor and Cognitive Function in Stroke Patients
    09:42

    Author Spotlight: Using Motor Imagery Brain-Computer Interface to Improve Motor and Cognitive Function in Stroke Patients

    Published on: September 1, 2023

    1.2K

    相关实验视频

    Last Updated: Jun 27, 2025

    Electroencephalography Network Indices as Biomarkers of Upper Limb Impairment in Chronic Stroke
    06:37

    Electroencephalography Network Indices as Biomarkers of Upper Limb Impairment in Chronic Stroke

    Published on: July 14, 2023

    869
    Simultaneous Scalp Electroencephalography EEG, Electromyography EMG, and Whole-body Segmental Inertial Recording for Multi-modal Neural Decoding
    11:25

    Simultaneous Scalp Electroencephalography EEG, Electromyography EMG, and Whole-body Segmental Inertial Recording for Multi-modal Neural Decoding

    Published on: July 26, 2013

    43.3K
    Author Spotlight: Using Motor Imagery Brain-Computer Interface to Improve Motor and Cognitive Function in Stroke Patients
    09:42

    Author Spotlight: Using Motor Imagery Brain-Computer Interface to Improve Motor and Cognitive Function in Stroke Patients

    Published on: September 1, 2023

    1.2K
  • 在跨主题会议中的表现与基线模型相比或优于基线模型.
  • 特定主题课程通常显示出明显高于跨主题课程的表现,除了在运动评估任务中ME.

    • 结论:

    • 拟议的MEEG-HEL框架表明了在中风神经康复中有效的跨学科培训的潜力.
    • 该框架在改善临床环境中神经康复干预措施的实用性方面显示出前景.
    • MEEG-HEL可能有助于检测中风病变,有助于更个性化的治疗策略.