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

Characterising 'Watch and Wait' prescribing patterns in paediatric otitis media using large language models and pharmacy dispense data.

BMJ health & care informatics·2026
Same author

Identifying and timing patient outcomes in clinician notes using large language models.

Artificial intelligence in medicine·2026
Same author

Leveraging large language models to populate structured clinical case report forms from unstructured medical notes in radiation oncology.

Clinical and translational radiation oncology·2026
Same author

Biportal Endoscopic Spine Surgery: Evolution of Techniques, Indications, and Influential Literature.

Journal of clinical medicine·2026
Same author

Technological Innovation in Cervical Spine Injury and Disease Treatment: A Systematic Bibliometric Review of Current Trends and Literature on Patent Technology.

Spine surgery and related research·2026
Same author

LandScan mosaic enables high-resolution gridded population estimates with explicit uncertainty.

Scientific reports·2025
Same journal

Correction: A method for supervoxel-wise association studies of age and other non-imaging variables from coronary computed tomography angiograms.

Scientific reports·2026
Same journal

Poly(bromophenol blue)/CoSn(OH)<sub>6</sub> cubic particles modified pencil graphite electrode for electrochemical determination of diphenhydramine.

Scientific reports·2026
Same journal

Dietary Chlorella, Spirulina, and acidifier modulate jejunal cytokine-related gene expression in broiler chickens.

Scientific reports·2026
Same journal

Perceived physical activity barriers in university students: associations with fatigue and eating behaviours.

Scientific reports·2026
Same journal

Refuge limitation structures habitat use in agricultural landscapes: evidence from Sunda pangolins.

Scientific reports·2026
Same journal

Lightweight stateless transaction verification with outsourced witness updates for UTXO blockchains.

Scientific reports·2026
查看所有相关文章

相关实验视频

Updated: Jul 26, 2025

Bioelectric Analyses of an Osseointegrated Intelligent Implant Design System for Amputees
14:31

Bioelectric Analyses of an Osseointegrated Intelligent Implant Design System for Amputees

Published on: July 15, 2009

14.1K

关于人工智能控制的闭环电刺激植入物的可行性研究.

Steffen Eickhoff1, Augusto Garcia-Agundez2, Daniela Haidar2

  • 1School of Sport and Exercise Sciences, Liverpool John Moores University, Liverpool, UK.

Scientific reports
|June 22, 2023
PubMed
概括
此摘要是机器生成的。

这项研究表明,人工智能 (AI) 可以控制电刺激 (ES) 植入物. 机器学习模型实现了准确的抽力预测,为高效的ES植入物控制铺平了道路.

更多相关视频

Implantation and Control of Wireless, Battery-free Systems for Peripheral Nerve Interfacing
07:13

Implantation and Control of Wireless, Battery-free Systems for Peripheral Nerve Interfacing

Published on: October 20, 2021

3.3K
Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks
11:18

Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks

Published on: March 2, 2015

10.4K

相关实验视频

Last Updated: Jul 26, 2025

Bioelectric Analyses of an Osseointegrated Intelligent Implant Design System for Amputees
14:31

Bioelectric Analyses of an Osseointegrated Intelligent Implant Design System for Amputees

Published on: July 15, 2009

14.1K
Implantation and Control of Wireless, Battery-free Systems for Peripheral Nerve Interfacing
07:13

Implantation and Control of Wireless, Battery-free Systems for Peripheral Nerve Interfacing

Published on: October 20, 2021

3.3K
Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks
11:18

Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks

Published on: March 2, 2015

10.4K

科学领域:

  • 生物医学工程 生物医学工程
  • 神经科学是一个神经科学.
  • 人工智能的人工智能

背景情况:

  • 微型电刺激 (ES) 植入物具有治疗潜力,但由于计算密集的生物物理模型,在实时控制方面面临挑战.
  • 开发高效的算法对于实际应用和ES设备的高级控制至关重要.

研究的目的:

  • 研究使用计算效率高的机器学习 (ML) 方法来实时控制ES植入物的可行性.
  • 在ES下评估ML模型在预测肌肉反应 (正常化的抽力) 中的准确性.

主要方法:

  • 利用随机森林回归模型来预测Wistar大鼠延伸指纹长肌的正常抽力.
  • 对11只老鼠进行了人体内和人体间的校准,涉及2000次训练刺激.
  • 基于平均绝对误差 (MAE) 的评估模型性能.

主要成果:

  • 在人体内设置中,平均绝对误差为0.03,表明预测准确度很高.
  • 在跨主题设置中获得了0.2的平均绝对误差,突出了变化和进一步研究的需要.
  • 这项研究代表了人工智能模拟复杂的ES机械模型的首次实验演示.

结论:

  • 机器学习,特别是随机森林回归,显示出对控制ES植入物以提高计算效率的重大前景.
  • 虽然主体内控制的准确性很高,但跨主体控制需要进一步研究和开发减少错误的技术.
  • 这些发现为人工智能驱动的个性化和自适应电刺激疗法的进步开辟了新的途径.