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

Seizures: Classification01:13

Seizures: Classification

Epilepsy is primarily characterized by unpredictable seizures, either provoked by an identifiable factor, such as injury or illness, or unprovoked, occurring spontaneously without apparent cause.
Seizures are typically classified into two main categories: focal and generalized seizures.
Focal Seizures
Focal seizures originate from specific regions of the brain. These seizures are further sub-classified into two types:

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

GeneTEK: Low-power and high-performance FPGA scalable architecture for exact unit-cost edit distance.

Computers in biology and medicine·2026
Same author

Suppressing viscous fingering with rotation: Linear predictions and nonlinear simulations.

Physical review. E·2026
Same author

Acoustic Emission Biomarkers for the Detection and Monitoring of Early Knee Osteoarthritis: Protocol for a Prospective, Single-Center, Exploratory Study.

JMIR research protocols·2026
Same author

Numerical simulation of an off-centered fluid drop in a rotating Hele-Shaw cell.

Physical review. E·2026
Same author

Benchmark of EEG-based seizure detection algorithms with SzCORE<sup></sup>.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025
Same author

EEG glasses for real-time brain electrical activity monitoring.

Scientific reports·2025

相关实验视频

Updated: Jul 14, 2026

Use of a Wireless Video-EEG System to Monitor Epileptiform Discharges Following Lateral Fluid-Percussion Induced Traumatic Brain Injury
09:16

Use of a Wireless Video-EEG System to Monitor Epileptiform Discharges Following Lateral Fluid-Percussion Induced Traumatic Brain Injury

Published on: June 21, 2019

25.5K

资源高效的持续学习,实现个性化的在线发作检测.

Amirhossein Shahbazinia, Flavio Ponzina, Jose A Miranda

    Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
    |March 5, 2025
    PubMed
    概括

    这项研究引入了一种新的持续学习方法,用于从EEG信号中自动检测发作. 它通过随着时间的推移适应个体患者数据,提高了检测准确度并减少了错误报警.

    科学领域:

    • 神经学 神经学
    • 人工智能的人工智能
    • 信号处理 信号处理

    背景情况:

    • 的诊断依赖于耗时的EEG信号的专家分析.
    • 由于患者特定的EEG模式不断变化,自动抓捕检测具有挑战性.
    • 静态深度学习模型与动态数据作斗争,导致信息丢失.

    研究的目的:

    • 开发一个个性化的深度学习模型,用于自动检测发作.
    • 为了应对将新数据集成到模型中的挑战,而不会造成灾难性的遗忘.
    • 创建一个资源高效的算法,适合嵌入式系统.

    主要方法:

    • 提出了一种新的持续学习算法,用于发作检测的重播缓冲机制.
    • 集成了一个重播缓冲器,以保留过去的数据信息,同时结合新的数据.
    • 使用CHB-MIT EEG数据集对该方法进行了评估.

    主要成果:

    • 与标准微调相比,F1得分得到了35.34%的改善.
    • 证明了与资源无限的场景和1小时重播缓冲器相比较的F1分数.
    • 与资源不受限制的方法相比,将24小时错误报警率降低了33%.

    更多相关视频

    Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
    06:37

    Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

    Published on: December 15, 2023

    2.5K
    Author Spotlight: Unraveling Seizure Dynamics and Novel Therapeutics for Status Epilepticus Using CMOS High-Density Microelectrode Array Systems
    06:28

    Author Spotlight: Unraveling Seizure Dynamics and Novel Therapeutics for Status Epilepticus Using CMOS High-Density Microelectrode Array Systems

    Published on: September 27, 2024

    2.1K

    相关实验视频

    Last Updated: Jul 14, 2026

    Use of a Wireless Video-EEG System to Monitor Epileptiform Discharges Following Lateral Fluid-Percussion Induced Traumatic Brain Injury
    09:16

    Use of a Wireless Video-EEG System to Monitor Epileptiform Discharges Following Lateral Fluid-Percussion Induced Traumatic Brain Injury

    Published on: June 21, 2019

    25.5K
    Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention
    06:37

    Author Spotlight: Addressing Technical and Subjective Challenges in Measuring Classroom Attention

    Published on: December 15, 2023

    2.5K
    Author Spotlight: Unraveling Seizure Dynamics and Novel Therapeutics for Status Epilepticus Using CMOS High-Density Microelectrode Array Systems
    06:28

    Author Spotlight: Unraveling Seizure Dynamics and Novel Therapeutics for Status Epilepticus Using CMOS High-Density Microelectrode Array Systems

    Published on: September 27, 2024

    2.1K

    结论:

    • 提出的持续学习算法有效地增强了个性化的发作检测.
    • 重播缓冲机制对于减轻动态EEG数据中的灾难性遗忘至关重要.
    • 这种资源高效的方法在嵌入式系统中可用于现实世界的实施.