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

6-DoF dental pose estimation for AR-assisted craniofacial surgery.

International journal of computer assisted radiology and surgery·2026
Same author

Current validation practice undermines surgical AI development.

ArXiv·2026
Same author

Towards accurate and interpretable competency-based assessment: enhancing clinical competency assessment through multimodal AI and anomaly detection.

NPJ digital medicine·2026
Same author

Enhancing open-surgery gesture recognition using 3D pose estimation.

International journal of computer assisted radiology and surgery·2026
Same author

Efficient computer vision pipeline for automated anesthetic injection documentation.

Computer assisted surgery (Abingdon, England)·2025
Same author

Monocular pose estimation of articulated open surgery tools - in the wild.

Medical image analysis·2025

相关实验视频

Updated: Jul 28, 2025

Author Spotlight: Revolutionizing Remote Surgery with Augmented Reality and Robotics for Enhanced Precision and Accessibility
07:46

Author Spotlight: Revolutionizing Remote Surgery with Augmented Reality and Robotics for Enhanced Precision and Accessibility

Published on: August 9, 2024

784

使用手姿势估计来自动化开放式手术培训反.

Eddie Bkheet1, Anne-Lise D'Angelo2, Adam Goldbraikh3

  • 1Data and Decision Sciences, Technion Institute of Technology, Haifa, Israel. eddie.bkheet@gmail.com.

International journal of computer assisted radiology and surgery
|May 30, 2023
PubMed
概括

计算机视觉估计2D手姿势用于自动化手术培训和镜头分析. 这种无标记方法在手势细分方面实现了高准确性,并为外科手术技能发展提供了可操作的反.

关键词:
计算机视觉 计算机视觉 计算机视觉在手势识别,手势识别.机器学习是机器学习.位置估计 位置估计评估外科手术技能的评估.进行外科手术培训.

更多相关视频

Estimation of Contact Regions Between Hands and Objects During Human Multi-Digit Grasping
09:41

Estimation of Contact Regions Between Hands and Objects During Human Multi-Digit Grasping

Published on: April 21, 2023

1.7K
Robotized Testing of Camera Positions to Determine Ideal Configuration for Stereo 3D Visualization of Open-Heart Surgery
05:12

Robotized Testing of Camera Positions to Determine Ideal Configuration for Stereo 3D Visualization of Open-Heart Surgery

Published on: August 12, 2021

2.1K

相关实验视频

Last Updated: Jul 28, 2025

Author Spotlight: Revolutionizing Remote Surgery with Augmented Reality and Robotics for Enhanced Precision and Accessibility
07:46

Author Spotlight: Revolutionizing Remote Surgery with Augmented Reality and Robotics for Enhanced Precision and Accessibility

Published on: August 9, 2024

784
Estimation of Contact Regions Between Hands and Objects During Human Multi-Digit Grasping
09:41

Estimation of Contact Regions Between Hands and Objects During Human Multi-Digit Grasping

Published on: April 21, 2023

1.7K
Robotized Testing of Camera Positions to Determine Ideal Configuration for Stereo 3D Visualization of Open-Heart Surgery
05:12

Robotized Testing of Camera Positions to Determine Ideal Configuration for Stereo 3D Visualization of Open-Heart Surgery

Published on: August 12, 2021

2.1K

科学领域:

  • 医学技术 医学技术 医学技术
  • 计算机视觉 计算机视觉 计算机视觉
  • 进行外科教育.

背景情况:

  • 手术录像的自动分析可以提高外科医生的培训.
  • 2D手姿势估计为分析手术运动提供了一个潜在的无标记器解决方案.

研究的目的:

  • 利用计算机视觉进行自动化外科培训和镜头分析.
  • 为了模拟手动和仪器互动,为外科培训带来好处.

主要方法:

  • 开发了100个开放式手术模拟视频的内部数据集,其中包括2D手动姿势.
  • 评估视频细分的姿势估计,并将其与动态传感器和I3D特征进行比较.
  • 引入了6种新的外科手术技巧代理,可从视频录像中自动检测.

主要成果:

  • 通过融合2D姿势和I3D特征,实现了88.35%的手势细分精度.
  • 手术技能代理显示了新手和专家之间的显著差异.
  • 根据姿势估计,为技能改进提供了可操作的反.

结论:

  • 姿势估计对开放式手术有好处,提供与手势细分物理传感器可比的结果.
  • 无标记,远程手势细分和技能评估是可行的.
  • 通过基于姿势估计的灵巧代理来实现手术培训的自动反.