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Related Concept Videos

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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Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

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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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Integrated Healthcare System01:20

Integrated Healthcare System

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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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Introduction To Health Care Delivery System01:18

Introduction To Health Care Delivery System

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The healthcare system is constantly changing and complex. Various services are available from different healthcare providers, but gaining access to these services has become challenging for people with limited healthcare insurance. Uninsured people present a challenge to healthcare because they frequently postpone or forego treatment.
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
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Methods Of Healthcare Delivery System01:26

Methods Of Healthcare Delivery System

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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...
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Secondary Healthcare System01:11

Secondary Healthcare System

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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...
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Related Experiment Video

Updated: Aug 28, 2025

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
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Smart systems and data-driven services in healthcare.

Ivan Izonin1, Hakan Kutucu2, Krishna Kant Singh3

  • 1Department of Artificial Intelligence, Lviv Polytechnic National University, Lviv, 79013, Ukraine.

Computers in Biology and Medicine
|September 15, 2022
PubMed
Summary

Intelligent healthcare systems automate processes for faster, accurate medical decisions. This enhances patient care through reliable, real-time, data-driven solutions in medicine and healthcare.

Keywords:
ANNArtificial intelligenceData-driven servicesHealthcareMachine learningMedicineSmall data approachSmart systems

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Area of Science:

  • Focuses on intelligent systems and data-driven services in Healthcare and Medicine.
  • Emphasizes science-intensive, real-time solutions for medical applications.

Background:

  • Modern healthcare relies on automation for timely and accurate medical decisions.
  • Quality patient care hinges on fast, reliable diagnosis, prevention, and treatment.

Discussion:

  • Intelligent healthcare and medicine service systems are crucial for achieving optimal patient care.
  • Automation supports medical staff in making correct and timely decisions.

Key Insights:

  • Development of reliable, intelligent healthcare systems is essential.
  • Real-time solutions and data-driven services are key components of smart healthcare.
  • Automation directly impacts the speed and accuracy of medical processes.

Outlook:

  • Future advancements will likely involve more sophisticated smart systems in healthcare.
  • Continued integration of data-driven services will transform medical decision-making.
  • The focus remains on enhancing patient care through technological innovation.