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相关概念视频

Methods of Documentation V: CBE01:23

Methods of Documentation V: CBE

931
Charting by Exception, or CBE, is a method of documentation used in healthcare, particularly in nursing, that focuses on documenting only significant or abnormal findings rather than recording every detail. This approach aims to streamline the documentation process, improve efficiency, and ensure that healthcare providers can quickly identify deviations from normalcy in patient assessments.
In CBE, healthcare professionals establish predefined standards of practice that define what constitutes...
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Methods of Documentation II: POMR01:26

Methods of Documentation II: POMR

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The Problem-Oriented Medical Record (POMR) revolutionized medical record-keeping by introducing a systematic approach focusing on the patient's problems rather than merely listing symptoms. Dr. Lawrence Weed's introduction of this method in the 1960s marked a significant advancement in medical documentation. The POMR framework consists of four key components: the database, problem list, plan of care, and progress notes.
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Methods of Documentation VII: EMR01:30

Methods of Documentation VII: EMR

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Electronic Medical Records (EMRs) primarily center around electronically documenting patients' health information within a single healthcare organization or practice. They contain essential clinical data related to a patient's medical history, diagnoses, medications, treatment plans, lab results, and other pertinent information relevant to the specific encounter or episode of care. EMRs are designed to streamline documentation and workflow processes within individual healthcare...
868
Information Processing Approach01:30

Information Processing Approach

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The information-processing theory of cognitive development centers on fundamental mental processes, including attention, memory, and problem-solving skills. Researchers in this field examine how cognitive abilities, such as working memory, evolve and influence children's overall development. Studies indicate that children with stronger working memory tend to excel in reading comprehension, math, and problem-solving compared to peers with less efficient memory skills. Low working memory is...
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The Scientific Method02:40

The Scientific Method

59.6K
Research is what makes the difference between facts and opinions. Facts are observable realities, and opinions are personal judgments, conclusions, or attitudes that may or may not be accurate. In the scientific community, facts can be established only using evidence collected through empirical research.
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Methods of Documentation I: Source-Oriented Records01:18

Methods of Documentation I: Source-Oriented Records

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Source-oriented records, or SOR, are medical record-keeping organized by the data source. The SOR system was first developed in the mid-1900s to organize the growing patient data in hospitals and other healthcare facilities.
In an SOR, each discipline involved in patient care maintains a separate medical record section. This record-keeping method enables easy tracking of patient progress and ensures healthcare staff have access to up-to-date information.
Key Attributes include the following:
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科学文档处理:现代学习方法的挑战

Abhinav Ramesh Kashyap1,2, Yajing Yang2, Min-Yen Kan2

  • 1ASUS Intelligent Cloud Services (AICS), Singapore, Singapore.

International journal on digital libraries
|June 26, 2023
PubMed
概括
此摘要是机器生成的。

神经网络由于其结构和多式联络性质,与科学论文作斗争. 本调查探讨了深度学习方法,以解决学术文件处理 (SDP) 的这些挑战.

关键词:
自然语言处理自然语言处理.科学文件的处理科学文件的处理.

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科学领域:

  • 计算机科学 计算机科学
  • 人工智能的人工智能
  • 自然语言处理自然语言处理.

背景情况:

  • 神经网络在Web文档任务中表现出色,但在科学出版物方面面临挑战.
  • 科学文件具有独特的特点:复杂的话语结构,相互联系和多模式性.
  • 现有的方法往往无法充分解决学术文件处理 (SDP) 中的这些具体挑战.

研究的目的:

  • 调查用于学术文件处理 (SDP) 的现代神经网络学习方法.
  • 确定可以在科学文件中建模话语结构,互联性和多模式的方法.
  • 要突出数据集和工具的进步,以深度学习在SDP.

主要方法:

  • 审查当前的神经网络架构和学习技术.
  • 分析处理话语结构,文档相互连接和多式联络数据的方法.
  • 检查大规模数据集的创建和在SDP中深度学习的工具开发.

主要成果:

  • 识别能够处理科学文档复杂性的神经网络方法.
  • 展示利用话语结构,相互连接和多模式性的方法.
  • 对促进SDP深度学习部署的资源的概述.

结论:

  • 深度学习为推进学术文件处理 (SDP) 提供了有希望的途径.
  • 未来的研究应该专注于提炼话语,互联和多模式的模型.
  • 持续开发数据集和工具对于SDP中有效的神经NLP至关重要.