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

Health Information Technology and Healthcare Information System01:30

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:
Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

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...
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,...
Secondary Healthcare System01:11

Secondary Healthcare System

Secondary healthcare is offered by a specialist, generally in hospitals or clinics for patients referred by primary healthcare providers. It occurs when a person has an illness or injury that requires specific medical care. Secondary care is often referred to as acute care. Secondary care can range from uncomplicated care to repair a minor laceration or treat a strep throat infection to more complicated emergent care, such as treating a head injury sustained in an automobile accident. Whatever...
Tertiary Healthcare System01:21

Tertiary Healthcare System

Specialized care provided over an extended period is called tertiary care. Usually, a primary or secondary care physician will refer a patient to tertiary care. A patient's maximum physical and mental function is restored in tertiary care, which is caused due to the impact of a chronic illness or condition. Tertiary care aims to achieve the highest level of functioning possible while managing chronic illness. For example, a patient who falls and fractures their hip will need secondary care to...
Methods Of Healthcare Delivery System01:26

Methods Of Healthcare Delivery System

At the different levels of the healthcare system, we see varying methods of healthcare used. These methods include managed care systems, case management, and primary healthcare.
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is limited...

You might also read

Related Articles

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

Sort by
Same author

Decellularized Testicular Extracellular Matrix Scaffolds Support Mature Spermatogenesis: Impact of Donor Age and Transplantation Microenvironment.

International journal of molecular sciences·2026
Same author

Impact of semaglutide pretreatment on reproductive outcomes in women with overweight and obesity with infertility: a real-world multicenter cohort study.

Reproductive biology and endocrinology : RB&E·2026
Same author

Micro-Terraced Surface Induced Directional Two-Dimensional Diffusion Enables Dendrite-Free Zinc Anodes.

Advanced materials (Deerfield Beach, Fla.)·2026
Same author

Molten Salt Synthesis of Oxygen-Deficiency-Rich ZnO on Carbon Cloth for Efficient Photocatalytic Degradation of Antibiotics.

Langmuir : the ACS journal of surfaces and colloids·2026
Same author

Harnessing Machine Learning for Personalized Care of Patients With Idiopathic Sudden Sensorineural Hearing Loss: A Multicenter Cohort Study.

Clinical and experimental otorhinolaryngology·2025
Same author

Development of user-customized online teaching technology based on GPT, enhanced by generative AI-based motion recognition.

Scientific reports·2025
Same journal

Automatic Sleep Staging Using Cardiorespiratory Signals: A Systematic Review of Methodologies and Performance.

Journal of medical systems·2026
Same journal

Security Analysis of a Federated Learning Framework for Medical Image-to-Image Translation.

Journal of medical systems·2026
Same journal

Correction to: Designing Operating Rooms as an Integrated Socio-Technical Ecosystem: Practical Lessons from a High-Volume Tertiary Center.

Journal of medical systems·2026
Same journal

AI-enabled clinical decision support in breast cancer care: a blinded multicenter benchmarking study comparing medically specialized with a general-purpose system.

Journal of medical systems·2026
Same journal

Starmate: A Lightweight AI Assistant for Autism Caregivers Developed and Evaluated Through a User-Centered Mixed-Methods Framework.

Journal of medical systems·2026
Same journal

Predicting the Predictor: Unresolved Validity Threats in LLM-Based ASA Classification.

Journal of medical systems·2026
See all related articles

Related Experiment Video

Updated: Jun 1, 2026

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

A data-mining framework for transnational healthcare system.

Chia-Ping Shen1, Chinburen Jigjidsuren, Sarangerel Dorjgochoo

  • 1National Taiwan University, Taipei, Taiwan.

Journal of Medical Systems
|May 18, 2011
PubMed
Summary
This summary is machine-generated.

This study introduces a data-mining framework to optimize medical resource utilization across different healthcare systems. It analyzes complex clinical data to identify best practices, improving patient care and efficiency.

More Related Videos

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

Related Experiment Videos

Last Updated: Jun 1, 2026

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

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

Area of Science:

  • Health Informatics
  • Data Mining
  • Healthcare Management

Background:

  • Efficient medical resource utilization is a critical challenge in healthcare.
  • Existing health information systems often lack sophisticated analysis of clinical guidelines and pathways.
  • Variations in geography, lifestyle, and culture impact disease risks and treatment methods globally.

Purpose of the Study:

  • To develop a data-mining framework for transnational healthcare systems.
  • To identify alternative medical practices, including transfusion, pre-admission tests, and liver disease evaluation.
  • To address variations in disease risks and treatments across different countries.

Main Methods:

  • A service-oriented architecture and cloud-computing technology were employed.
  • Data-mining techniques were applied to analyze complex clinical order sequences.
  • The framework was validated using data from Taiwan and Mongolia.

Main Results:

  • The proposed framework successfully analyzed transnational medical data.
  • It demonstrated the feasibility of identifying country-specific variations in medical practices.
  • The system facilitates the discovery of alternative and potentially more efficient healthcare practices.

Conclusions:

  • The developed data-mining framework enhances the utilization of medical resources in a transnational context.
  • Cloud computing and service-oriented architecture are effective for analyzing diverse healthcare data.
  • The approach provides a foundation for improving healthcare efficiency and patient outcomes globally.