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

Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

6.1K
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...
6.1K
Integrated Healthcare System01:20

Integrated Healthcare System

2.3K
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,...
2.3K
Health Information Technology and Healthcare Information System01:30

Health Information Technology and Healthcare Information System

3.2K
Health Information Technology (HIT)
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
3.2K
Tertiary Healthcare System01:21

Tertiary Healthcare System

2.1K
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...
2.1K
Methods Of Healthcare Delivery System01:26

Methods Of Healthcare Delivery System

3.9K
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...
3.9K
Secondary Healthcare System01:11

Secondary Healthcare System

1.9K
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...
1.9K

You might also read

Related Articles

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

Sort by
Same author

Joint optimization secure and energy-efficient computation offloading framework IoT-enabled edge networks.

Scientific reports·2026
Same author

Advancing Arabic automated essay scoring through cross-encoder BERT models and interpretable explanations.

Scientific reports·2026
Same author

Distributed trust-driven intelligence for edge-level prediction in mobile industrial internet of things.

Scientific reports·2026
Same author

Blockchain-driven trust management and AI computing for sensor networks optimization.

Scientific reports·2026
Same author

Senior populations' attitude towards virtual assistants: A study using extended technology acceptance model.

Assistive technology : the official journal of RESNA·2026
Same author

Deep-Learning-Based Classification of Lung Adenocarcinoma and Squamous Cell Carcinoma Using DNA Methylation Profiles: A Multi-Cohort Validation Study.

Cancers·2026
Same journal

Turbulent flow in a vortex separator with a directed pipe inlet.

Scientific reports·2026
Same journal

Systematic characteristic evaluation of clay-based cementitious material derived from calcium carbide residue and waste tile powder.

Scientific reports·2026
Same journal

Retraction Note: Improvement of a rapid diagnostic application of monoclonal antibodies against avian influenza H7 subtype virus using Europium nanoparticles.

Scientific reports·2026
Same journal

Applying large language models to spam detection in the Kazakh low-resource language setting.

Scientific reports·2026
Same journal

An open-source 3D printing system enabling in-situ freeze-thaw processing of hydrogels.

Scientific reports·2026
Same journal

An enhanced EfficientNet framework for automated waste classification using cosine annealing and label smoothing.

Scientific reports·2026
See all related articles

Related Experiment Video

Updated: Jan 8, 2026

Author Spotlight: Revolutionizing Remote Surgery with Augmented Reality and Robotics for Enhanced Precision and Accessibility
07:46

Author Spotlight: Revolutionizing Remote Surgery with Augmented Reality and Robotics for Enhanced Precision and Accessibility

Published on: August 9, 2024

1.2K

AI-embedded IoT healthcare optimization with trust-aware mobile edge computing.

Malak Alamri1, Khalid Haseeb2, Mamoona Humayun3

  • 1Department of Computer Science, College of Computer and Information Sciences, Jouf University, Sakaka, Al-Jouf, 72311, Saudi Arabia. mzalamri@ju.edu.sa.

Scientific Reports
|December 15, 2025
PubMed
Summary
This summary is machine-generated.

This study introduces Edge-Cloud Trusted Intelligence (ECTI) for secure Internet of Things (IoT) healthcare monitoring. The model enhances device reliability and data privacy in distributed environments.

Keywords:
Artificial IntelligenceEmbedded systemsHealthcareInternet of ThingsTrust-driven

More Related Videos

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

1.8K
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

4.9K

Related Experiment Videos

Last Updated: Jan 8, 2026

Author Spotlight: Revolutionizing Remote Surgery with Augmented Reality and Robotics for Enhanced Precision and Accessibility
07:46

Author Spotlight: Revolutionizing Remote Surgery with Augmented Reality and Robotics for Enhanced Precision and Accessibility

Published on: August 9, 2024

1.2K
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

1.8K
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

4.9K

Area of Science:

  • Computer Science
  • Healthcare Technology
  • Network Security

Background:

  • Internet of Things (IoT) and embedded systems automate healthcare monitoring.
  • Edge computing reduces response times but faces challenges with device resource limitations and security threats.
  • Ensuring trust and security is crucial for reliable IoT-based healthcare applications.

Purpose of the Study:

  • To propose a novel model, Edge-Cloud Trusted Intelligence (ECTI), for secure and efficient IoT healthcare monitoring.
  • To decrease computing overhead on resource-limited devices.
  • To implement multi-level security for privacy preservation in distributed healthcare environments.

Main Methods:

  • Developed the Edge-Cloud Trusted Intelligence (ECTI) model.
  • Implemented multi-level security protocols for trusted communication.
  • Utilized task offloading strategies for efficient resource utilization at the edge.
  • Enabled lightweight collaborative decision-making for routing.

Main Results:

  • The ECTI model demonstrated significant improvements in network metrics compared to existing schemes.
  • Reduced computing overhead on edge devices.
  • Enhanced reliability and privacy preservation in IoT healthcare systems.

Conclusions:

  • The ECTI model offers a robust solution for secure and efficient IoT healthcare monitoring.
  • Task offloading and collaborative decision-making are key to optimizing edge resource utilization.
  • Multi-level security is essential for protecting sensitive patient data in distributed environments.