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Related Concept Videos

Methods of Documentation VII: EMR01:30

Methods of Documentation VII: EMR

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 settings,...
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Genome Annotation and Assembly

The genome refers to all of the genetic material in an organism. It can range from a few million base pairs in microbial cells to several billion base pairs in many eukaryotic organisms. Genome assembly refers to the process of taking the DNA sequencing data and putting it all back together in a correct order to create a close representation of the original genome. This is followed by the identification of functional elements on the newly assembled genome, a process called genome annotation.
Nursing Clinical Information System01:27

Nursing Clinical Information System

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.
Critical attributes of NCIS include:
Methods of Documentation I: Source-Oriented Records01:18

Methods of Documentation I: Source-Oriented Records

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.
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Integrated Healthcare System01:20

Integrated Healthcare System

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 System

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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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
07:50

A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts

Published on: September 20, 2018

Easing semantically enriched information retrieval-An interactive semi-automatic annotation system for medical

Theresia Gschwandtner1, Katharina Kaiser, Patrick Martini

  • 1Institute of Software Technology and Interactive Systems, Vienna University of Technology, Favoritenstraße 9-11/188, 1040 Vienna, Austria.

International Journal of Human-Computer Studies
|June 29, 2010
PubMed
Summary
This summary is machine-generated.

The MapFace editor simplifies correcting semantic mapping errors from the MetaMap Transfer (MMTx) program. This tool enhances medical concept annotation and usability for researchers.

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A Metadata Extraction Approach for Clinical Case Reports to Enable Advanced Understanding of Biomedical Concepts
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Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications

Published on: February 23, 2019

Area of Science:

  • Medical Informatics
  • Natural Language Processing

Background:

  • Accurate medical concept mapping from terminology systems to clinical text is crucial for downstream applications.
  • The MetaMap Transfer (MMTx) program provides automated semantic annotation but generates imperfect mappings with errors and ambiguities.
  • Manual correction of MMTx output is labor-intensive and time-consuming.

Purpose of the Study:

  • To introduce the MapFace editor, a tool designed to streamline the correction of MMTx-generated semantic mappings.
  • To enhance the usability and efficiency of processing medical text annotations.
  • To improve the interpretation of medical concepts within narrative clinical documents.

Main Methods:

  • Development of the MapFace editor for navigating and correcting MMTx annotations.
  • Implementation of conceptual and syntactical correction capabilities within the editor.
  • Inclusion of enhanced visualization features for improved medical concept interpretation.
  • Conducting a usability study to gather user feedback for further refinement.

Main Results:

  • The MapFace editor offers a user-friendly interface for managing MMTx output.
  • The tool facilitates efficient correction of semantic mapping errors.
  • Enhanced visualization aids in the accurate interpretation of medical concepts.
  • Usability study results provide a foundation for future editor improvements.

Conclusions:

  • The MapFace editor significantly improves the process of correcting and utilizing MMTx semantic annotations.
  • The tool enhances the accuracy and efficiency of medical concept mapping in clinical text.
  • Further usability enhancements are planned based on study findings.