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

Reflex Activity01:08

Reflex Activity

1.7K
A reflex activity is an automatic, involuntary response to specific stimuli. It is a part of our survival mechanism, designed to protect us from potential harm. For example, when a bright light suddenly shines into our eyes, we instinctively close them or look away. This is a simple reflex activity orchestrated by the nervous system without conscious thought or effort.
A reflex exam is a diagnostic procedure performed by a healthcare professional to evaluate the functionality of a patient's...
1.7K

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

Spatial transcriptomics atlas of inflammatory bowel disease to guide implementation in research consortiums and clinical trials.

Nature communications·2026
Same author

Publisher Correction: Multi-ancestry genome-wide association study of severe pregnancy nausea and vomiting.

Nature genetics·2026
Same author

Multi-ancestry genome-wide association study of severe pregnancy nausea and vomiting.

Nature genetics·2026
Same author

Re-evaluating the Potential Impact of Preexposure Prophylaxis (PrEP) in Achieving HIV Elimination in the United States: Insights From Modeling.

Open forum infectious diseases·2026
Same author

Response to comments on Pop-Busui et al. Screening Natriuretic Peptide Levels Predicts Heart Failure and Death in Individuals With Type 1 and Type 2 Diabetes Without Known Heart Failure. Diabetes Care 2025;48:2145-2153.

Diabetes care·2026
Same author

Expanding the genetic landscape of endometriosis: Integrative -omics analyses implicate key genes and pathways in a multi-ancestry study of over one million women.

Research square·2025
Same journal

Extending the fundamental theorem of biomedical informatics: a proposal and illustrative examples.

Journal of the American Medical Informatics Association : JAMIA·2026
Same journal

Human factors methods for designing safe health information technology: what do the experts think?

Journal of the American Medical Informatics Association : JAMIA·2026
Same journal

Equity-by-design for socially assistive robots as digital health tools.

Journal of the American Medical Informatics Association : JAMIA·2026
Same journal

Orchestrator multi-agent clinical decision support system for secondary headache diagnosis in primary care.

Journal of the American Medical Informatics Association : JAMIA·2026
Same journal

CUI-Curate: a GraphRAG-based framework for automated clinical concept curation for NLP applications.

Journal of the American Medical Informatics Association : JAMIA·2026
Same journal

Malfunctions in distributed clinical decision support: 3 cases from a multi‑component clinical decision support system.

Journal of the American Medical Informatics Association : JAMIA·2026
查看所有相关文章

相关实验视频

Updated: Jul 14, 2025

Neurodevelopmental Reflex Testing in Neonatal Rat Pups
09:35

Neurodevelopmental Reflex Testing in Neonatal Rat Pups

Published on: April 24, 2017

20.0K

使用机器学习开发智能反射测试协议.

Matthew McDermott1,2, Anand Dighe3,4,5, Peter Szolovits1

  • 1MIT Computer Science and Artificial Intelligence Lab, Boston, MA 02139, United States.

Journal of the American Medical Informatics Association : JAMIA
|October 9, 2023
PubMed
概括
此摘要是机器生成的。

机器学习通过预测费里测试顺序来增强反射测试,改善临床诊断. 这种方法优于传统的基于规则的方法,避免了潜在的订单错误.

关键词:
临床决策支持 临床决策支持计算病理学计算病理学费里氨酸 (Ferritin) 是一种铁素.归算是指指责一个人.实验室测试订购 实验室测试订购机器学习是机器学习.缺失的数据 缺失的数据

更多相关视频

Isokinetic Robotic Device to Improve Test-Retest and Inter-Rater Reliability for Stretch Reflex Measurements in Stroke Patients with Spasticity
08:40

Isokinetic Robotic Device to Improve Test-Retest and Inter-Rater Reliability for Stretch Reflex Measurements in Stroke Patients with Spasticity

Published on: June 12, 2019

7.5K
Author Spotlight: Unveiling Neural Mechanisms Through Automated Evaluation of Motor Learning and Myelin Plasticity Studies Using the Erasmus Ladder
08:51

Author Spotlight: Unveiling Neural Mechanisms Through Automated Evaluation of Motor Learning and Myelin Plasticity Studies Using the Erasmus Ladder

Published on: December 15, 2023

1.3K

相关实验视频

Last Updated: Jul 14, 2025

Neurodevelopmental Reflex Testing in Neonatal Rat Pups
09:35

Neurodevelopmental Reflex Testing in Neonatal Rat Pups

Published on: April 24, 2017

20.0K
Isokinetic Robotic Device to Improve Test-Retest and Inter-Rater Reliability for Stretch Reflex Measurements in Stroke Patients with Spasticity
08:40

Isokinetic Robotic Device to Improve Test-Retest and Inter-Rater Reliability for Stretch Reflex Measurements in Stroke Patients with Spasticity

Published on: June 12, 2019

7.5K
Author Spotlight: Unveiling Neural Mechanisms Through Automated Evaluation of Motor Learning and Myelin Plasticity Studies Using the Erasmus Ladder
08:51

Author Spotlight: Unveiling Neural Mechanisms Through Automated Evaluation of Motor Learning and Myelin Plasticity Studies Using the Erasmus Ladder

Published on: December 15, 2023

1.3K

科学领域:

  • 临床诊断 临床诊断 临床诊断
  • 实验室医学 实验室医学
  • 机器学习应用程序 机器学习应用程序

背景情况:

  • 反射检测可以通过现有标本进行二次诊断测试.
  • 目前的反射测试依赖于简单的"如果-然后"规则,限制了其应用.
  • 复杂的订单决策往往超过了基于规则的系统的能力.

研究的目的:

  • 提出和评估基于机器学习的"智能"反射测试方法.
  • 为了预测基于全血细胞计 (CBC) 测试的费里丁测试订单.
  • 将机器学习性能与传统的基于规则的反射测试协议进行比较.

主要方法:

  • 开发了一种机器学习模型,使用非身份化患者数据.
  • 训练模型以预测CBC测试后的费里丁测试订单.
  • 评估模型性能与实际订单和基于规则的方法相比.

主要成果:

  • 机器学习模型显示,费里测试订单的预测性能中等 (AUC=0.731).
  • 评估的基于规则的协议缺乏临床可行性,因为与实际订单的协议不足.
  • 模型的部署可以防止显著的费里测试订单错误.

结论:

  • 机器学习为高级反射测试提供了一个新的基础.
  • 这种方法可以提高临床诊断和优化实验室测试订单.
  • 智能反射检测具有改善患者护理和实验室效率的潜力.