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

Nursing Clinical Information System01:27

Nursing Clinical Information System

762
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:
762
Health Information Technology and Healthcare Information System01:30

Health Information Technology and Healthcare Information System

811
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
811
Methods of Documentation VI: Case Management Model01:15

Methods of Documentation VI: Case Management Model

564
The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
564
Integrated Healthcare System01:20

Integrated Healthcare System

1.5K
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,...
1.5K
Flow Sheet01:17

Flow Sheet

1.5K
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:
1.5K
Discharge Summary Forms01:31

Discharge Summary Forms

749
The discharge summary is crucial as it enables a smooth transition from a healthcare facility to a patient's home or another care setting. This critical document facilitates seamless continuity of care, ensuring patients receive the necessary support and attention.
Here's a detailed look at the key components and guidelines for preparing a discharge summary:
749

You might also read

Related Articles

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

Sort by
Same author

eHealth4U: A pathway from the Cyprus eHealth law to a citizen-centred national EHR prototype interoperable with myHealth@EU and international patient summary.

Digital health·2026
Same author

Telemedicine and the European Health Data Space: a new paradigm for healthcare in the EU.

Frontiers in digital health·2026
Same author

Identifying Carotid Plaque Compositions Exhibiting Discordant Motion in B-Mode Ultrasound Videos.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference·2025
Same author

Machine learning methods on BioVid heat pain database for pain intensity estimation.

Scientific reports·2025
Same author

Explainable artificial intelligence in the prediction of high-risk asymptomatic carotid plaques based on ultrasonic image features.

International angiology : a journal of the International Union of Angiology·2025
Same author

A Multimodal Deep Learning Architecture for Estimating Quality of Life for Advanced Cancer Patients Based on Wearable Devices and Patient-Reported Outcome Measures.

IEEE journal of biomedical and health informatics·2025

Related Experiment Video

Updated: Jun 15, 2025

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

4.2K

Integrating Chatbot Functionality in a Patient Summary Based Healthcare System.

Aliki Vasili1, Eirini Schiza2, Christos N Schizas3

  • 1Department of Computer Science and Biomedical Engineering Research Center, University of Cyprus, Cyprus.

Studies in Health Technology and Informatics
|August 23, 2024
PubMed
Summary

This study introduces a healthcare chatbot that uses Natural Language Processing (NLP) to access patient summaries, improving patient interaction and healthcare delivery.

Keywords:
ChatbotCross Border CareDigital HealthHealthcareNLPPatient Summary

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

4.4K
Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
07:51

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis

Published on: September 26, 2018

7.6K

Related Experiment Videos

Last Updated: Jun 15, 2025

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

4.2K
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

4.4K
Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
07:51

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis

Published on: September 26, 2018

7.6K

Area of Science:

  • Medical Informatics
  • Artificial Intelligence in Healthcare
  • Natural Language Processing

Background:

  • Chatbots offer potential for enhanced patient engagement and satisfaction in healthcare.
  • Accessing patient summaries is crucial for effective healthcare delivery.
  • Existing systems may lack efficient methods for retrieving specific patient information.

Purpose of the Study:

  • To present a healthcare chatbot for comprehensive access to patient summaries.
  • To leverage Natural Language Processing (NLP) for effective user query categorization and information extraction.
  • To align the chatbot's functionality with the European Patient Summary standards.

Main Methods:

  • Development of a healthcare chatbot utilizing Natural Language Processing (NLP).
  • Implementation of intent classification using a fine-tuned bioBERT model for query analysis.
  • Creation of a dataset, hyperparameter tuning, and rigorous model evaluation.
  • Database storage of patient summaries for information retrieval.

Main Results:

  • The trained bioBERT model achieved high precision, recall, and F1 scores across intent classes.
  • Demonstrated effectiveness in categorizing user queries and extracting relevant information.
  • Successful integration of NLP for efficient patient summary access.

Conclusions:

  • Emerging NLP techniques show significant potential in improving patient interaction.
  • The developed chatbot enhances healthcare delivery through smarter, user-friendly patient summary access.
  • This approach paves the way for more intelligent healthcare companions.