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

Decision Making: Traditional Method01:14

Decision Making: Traditional Method

5.0K
The process of hypothesis testing based on the traditional method includes calculating the critical value, testing the value of the test statistic using the sample data, and interpreting these values.
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
5.0K
Operant Conditioning Intervention01:24

Operant Conditioning Intervention

441
Operant conditioning serves as a foundational principle in therapeutic interventions aimed at modifying maladaptive behaviors. Central to this approach is the notion that behaviors, both adaptive and maladaptive, are learned through reinforcement. By analyzing the environmental factors that reinforce problematic behaviors, clinicians can design interventions to weaken these reinforcements and replace maladaptive behaviors with healthier alternatives.
In operant conditioning, behaviors that are...
441
Decision Making: P-value Method01:09

Decision Making: P-value Method

6.8K
The process of hypothesis testing based on the P-value method includes calculating the P- value using the sample data and interpreting it.
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim  is also stated. These statements can act as null and alternative hypotheses:  a null hypothesis would be a neutral statement while the alternative hypothesis can...
6.8K
Decision Making01:20

Decision Making

870
Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
870
Behavior Modification01:21

Behavior Modification

529
Behavioral approaches have often been criticized for ignoring mental processes and focusing solely on observable behavior. However, these approaches provide an optimistic perspective for individuals seeking to change their behaviors. Rather than concentrating on intrinsic personality traits, behavioral approaches suggest that even longstanding habits can be modified by changing the reward contingencies that maintain them.
A real-world application of operant conditioning principles is applied...
529
Modeling in Therapy01:26

Modeling in Therapy

368
Modeling, a key technique in therapy, uses observational learning to help clients acquire and practice new skills by watching therapists demonstrate desired behaviors. This approach, rooted in Albert Bandura's concept of vicarious learning, plays a significant role in therapeutic interventions for various psychological conditions, including social anxiety, ADHD, and depression.
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...
368

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

[Effect of freeze-thaw on clarify performance of extracting solution with silkworm dropping].

Zhongguo Zhong yao za zhi = Zhongguo zhongyao zazhi = China journal of Chinese materia medica·2011
Same author

Estimation and projection of the HIV epidemic trend among the migrant population in China.

Biomedical and environmental sciences : BES·2011
Same author

Synthesis of novel cinnamanilides as potential immunosuppressive agents.

European journal of medicinal chemistry·2011
Same author

Characteristics of Raman spectra for graphene oxide from ab initio simulations.

The Journal of chemical physics·2011
Same author

Fe-catalysed oxidative C-H functionalization/C-S bond formation.

Chemical communications (Cambridge, England)·2011
Same author

Determination of grade and subtype of meningiomas by using histogram analysis of diffusion-tensor imaging metrics.

Radiology·2011

相关实验视频

Updated: Jan 11, 2026

Operant Protocols for Assessing the Cost-benefit Analysis During Reinforced Decision Making by Rodents
07:05

Operant Protocols for Assessing the Cost-benefit Analysis During Reinforced Decision Making by Rodents

Published on: September 10, 2018

6.4K

使用基于树的强化学习方法来支持个性化的决策在手中的治疗.

Yao Song1, Lu Wang1

  • 1Department of Biostatistics, School of Public Health, University of Michigan, Ann Arbor, 1415 Washington Heights, Ann Arbor, MI 48109, USA.

Hand clinics
|November 8, 2025
PubMed
概括

个性化治疗使用强化学习 (RL) 来优化患者护理决策. 基于树的RL方法有助于估计最佳的动态治疗规则,改善以患者为中心的策略.

科学领域:

  • 生物医学信息学是生物医学信息学.
  • 机器学习在医疗保健中的应用
  • 临床决策支持 临床决策支持

背景情况:

  • 个性化治疗通过根据患者个体特征和病史量身定制决策来优化医疗保健.
  • 强化学习 (RL) 提供了一种数据驱动的方法来估计最佳的动态处理规则.

研究的目的:

  • 为基于树的RL和基于多目标树的RL提供一个教程.
  • 推进最佳动态处理方案的估计.
  • 展示这些方法在优化临床决策中的应用.

主要方法:

  • 利用基于树的强化学习 (RL) 和基于树的多目标RL.
  • 在性关节炎研究中的合金整形术数据上应用方法.
  • 专注于优化关节关节整形的决策.

主要成果:

  • 演示了基于树的RL的应用,以优化关节关节整形决定.
  • 展示了这些方法支持个性化,数据驱动的治疗策略的能力.
  • 突出了竞争临床优先事项的平衡.

结论:

  • 基于树的RL方法促进了最佳动态处理方案的估计.
关键词:
适应性动态处理适应性动态处理手术手术决策的决策个性化的医疗保健强化学习是一种强化学习.基于树的决策优化

更多相关视频

An Automated T-maze Based Apparatus and Protocol for Analyzing Delay- and Effort-based Decision Making in Free Moving Rodents
07:42

An Automated T-maze Based Apparatus and Protocol for Analyzing Delay- and Effort-based Decision Making in Free Moving Rodents

Published on: August 2, 2018

14.3K
Pavlovian Conditioned Approach Training in Rats
06:57

Pavlovian Conditioned Approach Training in Rats

Published on: February 4, 2016

11.4K

相关实验视频

Last Updated: Jan 11, 2026

Operant Protocols for Assessing the Cost-benefit Analysis During Reinforced Decision Making by Rodents
07:05

Operant Protocols for Assessing the Cost-benefit Analysis During Reinforced Decision Making by Rodents

Published on: September 10, 2018

6.4K
An Automated T-maze Based Apparatus and Protocol for Analyzing Delay- and Effort-based Decision Making in Free Moving Rodents
07:42

An Automated T-maze Based Apparatus and Protocol for Analyzing Delay- and Effort-based Decision Making in Free Moving Rodents

Published on: August 2, 2018

14.3K
Pavlovian Conditioned Approach Training in Rats
06:57

Pavlovian Conditioned Approach Training in Rats

Published on: February 4, 2016

11.4K
  • 这些方法有助于临床医生做出明智,以患者为中心的决策.
  • 这些方法支持在道德和实践约束范围内个性化策略.