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Related Concept Videos

Clinical Trials01:16

Clinical Trials

6.6K
Clinical trials are prospective experimental studies conducted on humans to determine the safety and efficacy of treatments, drugs, diet methods, and medical devices. Using statistics in clinical trials enables researchers to derive reasonable and accurate conclusions from the collected data, allowing them to make wise decisions in uncertain situations. In medical research, statistical methods are crucial for preventing errors and bias.
There are four phases in a clinical trial. A phase one...
6.6K
Hazard Ratio01:12

Hazard Ratio

72
The hazard ratio (HR) is a widely used measure in clinical trials to compare the risk of events, such as death or disease recurrence, between two groups over time. It reflects the ratio of hazard rates—the instantaneous risk of the event occurring—between a treatment group and a control group. This measure provides valuable insights into the relative effectiveness of a treatment by assessing how the risk of an event differs between the two groups.
For example, in a clinical trial...
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Purpose of Health Records II01:19

Purpose of Health Records II

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Health records serve various essential purposes in the healthcare system. Here are some key purposes:
897
Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

5.5K
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...
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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...
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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 16, 2025

Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
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Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System

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Reusing data from HL7 CDA-based shared EHR systems for clinical trial conduct: a method for analyzing feasibility.

Georg Duftschmid1, Florian Katsch2,3, Gabriela Ciortuz4

  • 1Center for Medical Data Science (CEDAS), Medical University of Vienna, Spitalgasse 23, Vienna, 1090, Austria. georg.duftschmid@muv.ac.at.

BMC Medical Informatics and Decision Making
|April 1, 2025
PubMed
Summary

Shared electronic health record (EHR) systems can support clinical trials. A new method shows these systems cover most required data elements, with 77% structured, for trial reuse.

Keywords:
Clinical trialsData collectionData modelsElectronic medical records

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Area of Science:

  • Health Informatics
  • Clinical Trial Management
  • Data Standards

Background:

  • Electronic health record (EHR) systems are valuable for clinical trial data reuse.
  • Shared EHR systems, though prevalent, have been underutilized for trials.
  • The data coverage of shared EHR systems for clinical trial requirements is unclear.

Purpose of the Study:

  • To present a method for analyzing shared EHR systems for clinical trial data element coverage.
  • To assess the suitability of shared EHR systems for clinical trial conduct.

Main Methods:

  • Focused on HL7 CDA-standardized shared EHR systems.
  • Utilized the EHR4CR reference list for common clinical trial data elements.
  • Employed ART-DECOR for semi-automatic mapping and an additional open-source tool for analysis.

Main Results:

  • Developed a stepwise approach to analyze HL7 CDA-based shared EHR systems.
  • Made all tools and mappings publicly accessible for reusability and reproducibility.
  • Applied the method to Austria's ELGA system, finding 88% EHR4CR data element coverage (77% structured).

Conclusions:

  • The method enables easy analysis of shared EHR systems for clinical trial data reuse potential.
  • Results for ELGA demonstrate substantial potential for clinical trial data integration.