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

Ethical Standards II01:23

Ethical Standards II

1.2K
Ethical standards are the backbone of nursing practice, guiding nurses as they interact with patients, families, and colleagues. These standards are crucial for providing safe, empathetic care centered on the patient's needs.
Nurses are entrusted with upholding various ethical principles and standards. Nurses forge solid therapeutic relationships using trust, empathy, autonomy, confidentiality, and professional competence.
Confidentiality is crucial, embodying respect for individual privacy...
1.2K
Ethical Standards I01:25

Ethical Standards I

1.5K
The American Nurses Association (ANA) created and implemented the first nationally accepted Code of Ethics for Nurses with Interpretive Statements. The Code of Ethics is a living document regularly updated by the ANA and establishes an ethical standard that is non-negotiable for nurses in all roles and settings.
The Code of Ethics provisions outline the nurse's duty to the patient, the healthcare team, the profession, and society. The Code's fundamental principles include advocacy,...
1.5K
Purpose of Health Records II01:19

Purpose of Health Records II

1.4K
Health records serve various essential purposes in the healthcare system. Here are some key purposes:
1.4K
Retrieval01:12

Retrieval

387
Retrieval is the process of getting information out of memory storage and back into conscious awareness. This ability is essential for daily tasks like brushing hair and teeth, driving to work, and performing job duties. Retrieval occurs in three ways: recall, recognition, and relearning.
Recall involves accessing information without cues, such as during an essay test, where individuals must retrieve facts and concepts from memory unaided. Another example is remembering the name of a colleague...
387
Critical Thinking II01:25

Critical Thinking II

4.0K
Critical thinking is a cognitive process with several attributes. The attributes of critical thinking include the following:
4.0K
Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

6.1K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
6.1K

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

Tensile strength suppresses the osteogenesis of periodontal ligament cells in inflammatory microenvironments.

Molecular medicine reports·2017
Same author

A PDGFB mutation causes paroxysmal nonkinesigenic dyskinesia with brain calcification.

Movement disorders : official journal of the Movement Disorder Society·2017
Same author

A Molecular Switch Regulating Cell Fate Choice between Muscle Progenitor Cells and Brown Adipocytes.

Developmental cell·2017
Same author

Microarray analysis of differentially expressed genes and their functions in omental visceral adipose tissues of pregnant women with vs. without gestational diabetes mellitus.

Biomedical reports·2017
Same author

Development and validation of a simplified titration method for monitoring volatile fatty acids in anaerobic digestion.

Waste management (New York, N.Y.)·2017
Same author

Association Analysis of Nonsyndromic Congenital Heart Disease and Tag Single Nucleotide Polymorphisms of TBX20 and Genes in the Ras-MAPK Pathway.

Genetic testing and molecular biomarkers·2017

相关实验视频

Updated: Jan 8, 2026

Author Spotlight: Automated Deep Brain Stimulation for Parkinson's Disease - Exploring the Possibilities and Challenges of Home Monitoring
06:32

Author Spotlight: Automated Deep Brain Stimulation for Parkinson's Disease - Exploring the Possibilities and Challenges of Home Monitoring

Published on: July 14, 2023

1.8K

检索增强的思维过程,用于私人数据处理在医疗保健.

Thomas Pouplin, Hao Sun, Sam Holt

    IEEE journal of biomedical and health informatics
    |December 17, 2025
    PubMed
    概括

    检索增强思维过程 (RATP) 通过提高信息检索准确度来增强医疗保健的大型语言模型 (LLM). 与现有方法相比,RATP在私人医疗数据上实现了35%的更高准确度.

    科学领域:

    • 人工智能的人工智能
    • 医疗信息学 医疗信息学
    • 自然语言处理自然语言处理.

    背景情况:

    • 大型语言模型 (LLM) 在医疗保健中提供了巨大的潜力,但面临着局限性.
    • 隐私问题限制了在LLM培训中使用敏感患者数据.
    • 当前的LLM与信息检索的集成不适合不完美的数据访问.

    研究的目的:

    • 引入一种新的方法,即检索增强思维过程 (RATP),以提高医疗保健中的LLM绩效.
    • 解决LLM应用程序中隐私和不完美的信息检索的挑战.
    • 提高LLMs的准确性和可靠性,使用外部,最新的知识.

    主要方法:

    • 拉特普将LLM思维生成制定为使用外部知识的多步决策过程.
    • 蒙特卡洛树搜索被用来优化思维过程.
    • 一个代理奖励函数被学习用于成本效益的推断.

    主要成果:

    • 在RATP的测试中,问答任务的准确性提高了35%.
    • 绩效被评估在一个私有数据集的电子病历被排除在LLM培训.
    • RATP的性能优于上下文检索增强生成方法.

    更多相关视频

    TBase - an Integrated Electronic Health Record and Research Database for Kidney Transplant Recipients
    09:00

    TBase - an Integrated Electronic Health Record and Research Database for Kidney Transplant Recipients

    Published on: April 13, 2021

    5.2K
    Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
    07:13

    Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform

    Published on: April 12, 2021

    4.9K

    相关实验视频

    Last Updated: Jan 8, 2026

    Author Spotlight: Automated Deep Brain Stimulation for Parkinson's Disease - Exploring the Possibilities and Challenges of Home Monitoring
    06:32

    Author Spotlight: Automated Deep Brain Stimulation for Parkinson's Disease - Exploring the Possibilities and Challenges of Home Monitoring

    Published on: July 14, 2023

    1.8K
    TBase - an Integrated Electronic Health Record and Research Database for Kidney Transplant Recipients
    09:00

    TBase - an Integrated Electronic Health Record and Research Database for Kidney Transplant Recipients

    Published on: April 13, 2021

    5.2K
    Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
    07:13

    Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform

    Published on: April 12, 2021

    4.9K

    结论:

    • RATP提供了一个强大的解决方案,可以将LLM与医疗保健中的外部知识相结合.
    • 该方法提高了LLM的准确性和可靠性,特别是对于敏感的私人数据.
    • 在将LLMs应用于复杂的医学问答场景方面,RATP代表了重大进展.