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

Community Based Intervention01:30

Community Based Intervention

270
Community-based interventions in mental health represent a paradigm shift from institution-centered care to treatments embedded within the fabric of local communities. By prioritizing inclusion and leveraging existing societal structures, this approach fosters a supportive environment conducive to addressing mental health challenges while promoting individual dignity and agency.
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
270
Sustainable Development01:43

Sustainable Development

14.7K
As the human population continues to grow and use resources, we must be mindful of our planet’s natural limits. Sustainable development provides a pathway to maintain and improve human life now while also ensuring that future generations will have the resources that they need. The long-term success of sustainability efforts rests on understanding the interplay between human actions and ecological systems.
14.7K
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
Distribution Reliability and Automation01:25

Distribution Reliability and Automation

495
Distribution reliability in electrical power systems is critical for ensuring an uninterrupted power supply to consumers at minimal cost. According to IEEE Standard Terms, reliability is the probability that a device will function without failure over a specified time period or amount of usage. For electric power distribution, this translates to maintaining continuous power supply and addressing customer concerns over power outages. Several indices, as defined by IEEE Standard 1366-2012, are...
495
Social Foundations of Self IV: Self in Digital Communication01:30

Social Foundations of Self IV: Self in Digital Communication

166
Since the early 2000s, computer-mediated communication (CMC) has grown rapidly, playing a crucial role in self-development. A key distinction between CMC and real-life interactions is the lack of a physically present partner. This absence makes non-verbal cues such as facial expressions, body language, and paralinguistic signals unavailable in CMC platforms like email, instant messaging, or social media. The lack of these cues can create ambiguity and complicate how feedback is interpreted.The...
166
Non-equilibrium in the Cell01:16

Non-equilibrium in the Cell

5.3K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
5.3K

You might also read

Related Articles

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

Sort by
Same author

Endosonography-guided choledochoduodenostomy using a lumen apposing metal stent vs. ERCP: Individual patient data and aggregate meta-analyses.

Endoscopy international open·2026
Same author

A Community-Level Digital Health Readiness Index for the US.

JAMA network open·2026
Same author

Care Partner's Experience with Care Received in the Emergency Department.

Convergence : breaking down barriers between disciplines : proceedings of the International Conference on Healthcare Systems Ergonomics and Patient Safety, HEPS2022. HEPS (Conference) (7th : 2022 : Delft, Netherlands)·2026
Same author

Deep learning-based automatic segmentation of rectal tumors in endoscopic images.

Brachytherapy·2026
Same author

Impacts of epic MyChart and healthy planet on clinical care measures: a scoping review protocol.

BMJ open·2026
Same author

Older adults' perceptions of artificial intelligence in healthcare: an exploratory quantitative analysis.

The Gerontologist·2026
Same journal

A digital marker for stratifying cardiovascular metabolic comorbidities among the middle-aged and elderly adults.

PLOS digital health·2026
Same journal

User engagement in the tuberculosis treatment support tools intervention and its impact on treatment outcomes: A secondary analysis of a pragmatic trial.

PLOS digital health·2026
Same journal

Machine learning for risk stratification of hypertensive disorders of pregnancy: Enhancing clinical efficiency in low-resource antenatal care in Tanzania.

PLOS digital health·2026
Same journal

The trust in AI-generated health advice (TAIGHA) scale and short version (TAIGHA-S): Development and validation study.

PLOS digital health·2026
Same journal

Time-series prediction of adverse birth outcomes in the U.S. using multilayer perceptron neural networks.

PLOS digital health·2026
Same journal

Exploring attitudes and acceptance of artificial intelligence in multiple sclerosis from the patient perspective.

PLOS digital health·2026
See all related articles

Related Experiment Video

Updated: Jan 14, 2026

Bridging the Technology Divide in the COVID-19 Era: Using Virtual Outreach to Expose Middle and High School Students to Imaging Technology
09:55

Bridging the Technology Divide in the COVID-19 Era: Using Virtual Outreach to Expose Middle and High School Students to Imaging Technology

Published on: September 28, 2022

2.0K

Eliminating the AI digital divide by building local capacity.

Freya Gulamali1, Jee Young Kim1, Kartik Pejavara1

  • 1Duke Institute for Health Innovation, Durham, North Carolina, United States of America.

PLOS Digital Health
|October 23, 2025
PubMed
Summary
This summary is machine-generated.

Health delivery organizations face an AI adoption gap. A hub-and-spoke network model, supported by public investment, can bridge this divide, ensuring equitable access to AI tools for all healthcare settings.

More Related Videos

Author Spotlight: Validation of SICOLE-R for Assessing Cognitive and Reading Skills in Spanish-Speaking Children and Its Role in Personalized Education
09:00

Author Spotlight: Validation of SICOLE-R for Assessing Cognitive and Reading Skills in Spanish-Speaking Children and Its Role in Personalized Education

Published on: August 16, 2024

1.2K

Related Experiment Videos

Last Updated: Jan 14, 2026

Bridging the Technology Divide in the COVID-19 Era: Using Virtual Outreach to Expose Middle and High School Students to Imaging Technology
09:55

Bridging the Technology Divide in the COVID-19 Era: Using Virtual Outreach to Expose Middle and High School Students to Imaging Technology

Published on: September 28, 2022

2.0K
Author Spotlight: Validation of SICOLE-R for Assessing Cognitive and Reading Skills in Spanish-Speaking Children and Its Role in Personalized Education
09:00

Author Spotlight: Validation of SICOLE-R for Assessing Cognitive and Reading Skills in Spanish-Speaking Children and Its Role in Personalized Education

Published on: August 16, 2024

1.2K

Area of Science:

  • Health Informatics
  • Artificial Intelligence in Healthcare
  • Health Equity

Background:

  • Health delivery organizations (HDOs) are increasingly adopting artificial intelligence (AI) tools for clinical and operational improvements.
  • Significant disparities exist in AI adoption capabilities between academic medical centers and lower-resource settings.
  • This resource gap hinders equitable access to AI benefits, impacting patient care and operational efficiency.

Purpose of the Study:

  • To identify the growing divide in AI product lifecycle management capabilities among HDOs.
  • To propose a scalable solution for equitable AI adoption across diverse healthcare settings.
  • To advocate for targeted public investment to support nationwide AI capacity building.

Main Methods:

  • Analysis of AI adoption trends and resource disparities in HDOs.
  • Examination of historical technological adoption patterns (EHR, telehealth) and government responses.
  • Proposal and evaluation of a hub-and-spoke network model for technical, regulatory, and legal support.

Main Results:

  • A significant gap exists in the resources and capabilities required for AI product lifecycle management.
  • Previous government interventions, like centers of excellence, successfully addressed adoption disparities.
  • A hub-and-spoke network model shows promise in providing essential support services to HDOs.

Conclusions:

  • Widespread and meaningful adoption of AI in healthcare requires addressing resource and capability gaps.
  • Hub-and-spoke networks, supported by public investment, can facilitate equitable AI implementation.
  • Coordination among all health AI ecosystem stakeholders is crucial for safe and effective AI deployment.