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

相关实验视频

Updated: Jul 4, 2026

Mouse Model of Pressure Ulcers After Spinal Cord Injury
06:51

Mouse Model of Pressure Ulcers After Spinal Cord Injury

Published on: March 9, 2019

10.2K

对基于AI的压力损伤阶段分类对象检测模型的临床验证.

Sang Hyun Jang1, Chunhwa Ihm2, Jun-Woo Choi3

  • 1Department of Neurology, Daejeon Medical Center, Eulji University, Daejeon 35233, Republic of Korea.

Diagnostics (Basel, Switzerland)
|March 14, 2026
PubMed
概括

相关概念视频

Force Classification01:22

Force Classification

Forces play a crucial role in the study of physics and engineering. They are essential in describing the motion, behavior, and equilibrium of objects in the physical world. Forces can be classified based on their origin, type, and direction of action.
Contact and non-contact forces are two of the most widely used categories of forces. As the name suggests, contact forces require physical contact between two objects to act upon each other. Examples of contact forces include frictional,...

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

Rasmussen's Encephalitis Presenting as Parkinsonism Without Epilepsy.

Journal of movement disorders·2026
Same author

Improving Clinical Generalization of Pressure Ulcer Stage Classification Through Saliency-Guided Data Augmentation.

Diagnostics (Basel, Switzerland)·2025
Same author

A Comparative Analysis of Molecular Epidemiology and Antibiotic Resistance in Group B Streptococcus Isolated From Invasive and Noninvasive Adult Cases in Daejeon, South Korea.

The Canadian journal of infectious diseases & medical microbiology = Journal canadien des maladies infectieuses et de la microbiologie medicale·2025
Same author

Agmatine decreases long-term potentiation <i>via</i> α2-adrenergic receptor and imidazoline type 1 receptor in the hippocampus.

The Korean journal of physiology & pharmacology : official journal of the Korean Physiological Society and the Korean Society of Pharmacology·2025
Same author

Concentrations of trace metals in serum: Implications for type 2 diabetes mellitus and gender difference.

Environmental analysis, health and toxicology·2025
Same author

Effect of tranexamic acid in spine surgeries: a systematic review and network meta-analysis.

Frontiers in surgery·2025

人工智能模型可以准确地分类压力损伤,提高护理的一致性. 一个基于YOLOv7的移动应用程序提高了诊断准确度,并减少了护士的评估时间.

科学领域:

  • 医疗技术 医疗技术 医学技术
  • 人工智能的人工智能
  • 临床护理 临床护理

背景情况:

  • 压力损伤的临床评估显示,由于不同护士经验,造成的不一致性.
  • 对象检测模型为标准化压力损伤阶段化提供了一个潜在的解决方案.

研究的目的:

  • 开发和验证基于人工智能的系统,用于准确的压力损伤阶段分类.
  • 评估AI诊断工具对临床实用性和对工作流程效率的影响.

主要方法:

  • 在1282张压力损伤图像上训练并比较了五个物体检测模型 (YOLOv5x,YOLOv7,YOLOv8x,YOLOv8n,YOLOv11x,Faster R-CNN).
  • 部署了一个YOLOv7集成的移动应用程序进行临床测试,在46个病例中与10名护士进行临床测试.

主要成果:

  • 对于第二阶段的分类,YOLOv7实现了卓越的性能 (mAP@0.5:0.97) 和93%的准确性.
  • 临床验证显示诊断准确率为87%,用户满意度高 (4.0/5),评估时间从4-6分钟缩短到1分钟.
  • 人工智能工具作为一种有价值的诊断辅助和教育资源,没有严重的错误分类.

结论:

  • 基于人工智能的压力损伤分类系统在临床环境中实际上很有用.
关键词:
这是一个YOLO YOLO.人工智能是一种人工智能.深度学习是一种深度学习.图像处理是图像处理的过程.医疗应用 医疗应用对象检测检测对象检测对象检测压力损伤的压力损伤

相关实验视频

Last Updated: Jul 4, 2026

Mouse Model of Pressure Ulcers After Spinal Cord Injury
06:51

Mouse Model of Pressure Ulcers After Spinal Cord Injury

Published on: March 9, 2019

10.2K
  • 这些系统可以提高护理能力,提高工作流程效率.
  • 开发的AI工具展示了通过标准化评估改善患者护理的潜力.