Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Methods of Documentation VII: EMR01:30

Methods of Documentation VII: EMR

1.5K
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...
1.5K
Purpose of Health Records II01:19

Purpose of Health Records II

1.5K
Health records serve various essential purposes in the healthcare system. Here are some key purposes:
1.5K
Ethical Standards I01:25

Ethical Standards I

1.6K
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,...
1.6K
Purpose of Health Records I01:11

Purpose of Health Records I

1.8K
The vital purpose of health records is to provide a complete and accurate account of a patient's medical history, including communication, diagnostic and therapeutic orders, care planning, research, and quality review.
Here's a breakdown of how health records serve these purposes:
1.8K
Ethical Standards II01:23

Ethical Standards II

1.3K
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...
1.3K
Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

6.3K
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...
6.3K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Clinical sentiment analysis of ICU notes: a dataset and a comparison of lexicon and clinical language model methods.

BMC medical informatics and decision making·2026
Same author

Perceptions and knowledge of machine learning for paediatric related decision support in emergency care - A UK and Ireland network survey study of clinician leaders.

PLOS digital health·2026
Same author

A Proposed Feasibility Process: Lessons Learned from the Precision MS Project.

Studies in health technology and informatics·2025
Same author

WearPGHDProvO: An Extension of PGHDProvO for Wearables.

Studies in health technology and informatics·2025
Same author

Progressive Release of Informational Materials for People Living with Dementia and Their Informal Carers.

Studies in health technology and informatics·2025
Same author

Data Mapping Challenges in Reproducibility of Machine Learning for Acute Kidney Injury Prediction.

Studies in health technology and informatics·2025

Related Experiment Video

Updated: Feb 24, 2026

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

5.3K

Exchanging Context and Provenance Based Standardized Patient Generated Health Data with an Electronic Health Record.

Abdullahi Abubakar Kawu1, Lucy Hederman2, Dympna O'Sullivan1

  • 1Technological University Dublin, Dublin, Ireland.

AMIA ... Annual Symposium Proceedings. AMIA Symposium
|February 23, 2026
PubMed
Summary

Patient Generated Health Data (PGHD) can be improved for clinical use by capturing context and provenance at collection. An ontology-driven model enhances PGHD reliability and usability within Electronic Health Records (EHRs).

More Related Videos

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

5.4K
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

1.9K

Related Experiment Videos

Last Updated: Feb 24, 2026

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

5.3K
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

5.4K
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

1.9K

Area of Science:

  • Health Informatics
  • Data Science
  • Ontology Engineering

Background:

  • Patient Generated Health Data (PGHD) empower patients but lack contextual information for clinical integration.
  • Clinicians require contextual and provenance data for reliable use of PGHD in Electronic Health Records (EHRs).
  • Existing methods often fail to capture essential context at the point of PGHD collection.

Purpose of the Study:

  • To describe an ontology-driven model for capturing PGHD with provenance and context.
  • To ensure PGHD is sufficient for clinical decision-making.
  • To evaluate the model's application and data sharing with EHRs.

Main Methods:

  • Developed an ontology-driven model to capture PGHD, including provenance and context.
  • Evaluated the model using two distinct PGHD sources.
  • Standardized data sharing with an EHR using Resource Description Framework (RDF) and Fast Healthcare Interoperability Resources (FHIR) formats.

Main Results:

  • The ontology-driven model successfully captured PGHD with essential provenance and context.
  • Demonstrated the feasibility of sharing this enriched PGHD with an EHR.
  • The standardized format (RDF/FHIR) facilitated interoperability.

Conclusions:

  • An ontology-driven approach can effectively enhance the reliability, trust, and usability of PGHD for clinical decision-making.
  • This model provides a foundation for integrating richer PGHD into EHR systems.
  • Further clinical validation is needed to align with healthcare workflows.