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Related Concept Videos

Flow Sheet01:17

Flow Sheet

3.0K
Flowsheets are valuable tools in nursing documentation. They enable healthcare professionals to efficiently record and monitor various patient assessments and measurements in a consolidated format.
Here's a closer look at the examples of flowsheets commonly used by nurses:
Graphic Sheet Documentation:
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Nursing Clinical Information System01:27

Nursing Clinical Information System

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Nursing Clinical Information System (NCIS)
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
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Nursing Process for Patient and Caregiver Teaching I: Assessment and Diagnosis01:24

Nursing Process for Patient and Caregiver Teaching I: Assessment and Diagnosis

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The nursing process provides a clinical decision-making framework for patients and families to establish and implement a personalized care plan. Since part of the nurse's duties is to teach patients, the steps of the nursing process are the most effective way to approach instruction. The nursing process and the teaching-learning process are inextricably linked.
It is critical to determine the patient's learning needs during the assessment. Determination of learning needs compounds data...
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Formats for Nursing Documentation01:28

Formats for Nursing Documentation

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Nursing documentation encompasses various formats designed to capture precise patient data, facilitate communication among healthcare team members, and ensure comprehensive and accurate patient records. Let's explore each of these formats in detail:
Nursing Assessment Form:
• A nursing assessment form is a foundational document that captures detailed patient data from physical assessments and nursing histories.
• It includes patient demographics, medical history,...
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Integrated Healthcare System01:20

Integrated Healthcare System

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An integrated healthcare system (IHS) is a set of organizations that provides for or arranges to provide coordinated and continuous service to a defined population. The IHS takes responsibility for that particular population's health status and outcome, both clinically and fiscally. An integrated healthcare system is a well-organized, well-coordinated, and collaborative network. The integrated delivery system is a network that connects different healthcare providers to deliver organized,...
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Health Information Technology and Healthcare Information System01:30

Health Information Technology and Healthcare Information System

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Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
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Related Experiment Video

Updated: May 2, 2026

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
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ASLForm: an adaptive self learning medical form generating system.

Shuai Zheng1, Fusheng Wang2, James J Lu1

  • 1Department of Mathematics and Computer Science, Emory University, Atlanta, GA.

AMIA ... Annual Symposium Proceedings. AMIA Symposium
|February 20, 2014
PubMed
Summary

ASLForm is an interactive system that extracts information from medical reports. It learns from user input to improve accuracy and reduce effort for data standardization.

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Area of Science:

  • Medical Informatics
  • Natural Language Processing
  • Machine Learning

Background:

  • Extracting data from narrative medical reports is challenging.
  • Manual data entry and standardization are time-consuming and error-prone.
  • Existing systems often require extensive configuration and domain-specific training.

Purpose of the Study:

  • To develop an interactive, incrementally learning information extraction system for medical reports.
  • To reduce user effort and improve accuracy in transforming narrative data into structured forms.
  • To create a portable and easily usable system without specialized training sets.

Main Methods:

  • ASLForm analyzes user interactions with medical reports.
  • The system learns desired data field values transparently and quickly.
  • User feedback (acceptance or edits) incrementally refines the decision model in real-time.

Main Results:

  • ASLForm achieves high accuracy in data extraction with minimal user effort.
  • The system demonstrates effective learning from a small number of reports.
  • Experiments confirm the system's effectiveness and usability.

Conclusions:

  • ASLForm offers an efficient solution for medical data extraction and standardization.
  • The system's interactive learning approach reduces the need for manual configuration and training.
  • ASLForm is a portable and user-friendly tool for diverse medical informatics applications.