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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:
Nursing Clinical Information System01:27

Nursing Clinical Information System

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.
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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,...
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
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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:
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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...

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Related Experiment Video

Updated: May 15, 2026

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
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Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform

Published on: April 12, 2021

ICDA: a platform for Intelligent Care Delivery Analytics.

David Gotz1, Harry Stavropoulos, Jimeng Sun

  • 1IBM T.J. Watson Research Center, New York, USA.

AMIA ... Annual Symposium Proceedings. AMIA Symposium
|January 11, 2013
PubMed
Summary
This summary is machine-generated.

The Intelligent Care Delivery Analytics platform (ICDA) identifies high-risk patients using electronic medical data. This system enhances patient outcomes and cost management through advanced risk assessment analytics.

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Published on: June 11, 2012

Area of Science:

  • Health Informatics
  • Clinical Analytics
  • Data Science in Healthcare

Background:

  • Identifying high-risk patients is crucial for improving outcomes and managing healthcare costs.
  • Existing methods may not efficiently process large, dynamic electronic medical data for risk stratification.

Purpose of the Study:

  • To introduce the Intelligent Care Delivery Analytics (ICDA) platform for identifying at-risk patients.
  • To describe ICDA's architecture, functionality, and application in diverse data environments.

Main Methods:

  • Ingesting large volumes of dynamic electronic medical data into a common data model.
  • Orchestrating a suite of analytics to identify patients at risk.
  • Providing interactive user environments and APIs for accessing results.

Main Results:

  • The ICDA platform effectively processes extensive electronic medical data for risk assessment.
  • Demonstrated flexibility and utility through four distinct use cases.
  • Enabled retrieval of analytics results via APIs for external application integration.

Conclusions:

  • ICDA offers a robust solution for identifying high-risk patients through advanced analytics.
  • The platform's architecture supports diverse data environments and use cases.
  • ICDA has the potential to significantly impact patient care and cost management.