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

Methods of Documentation VI: Case Management Model01:15

Methods of Documentation VI: Case Management Model

544
The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
544
Health Literacy01:21

Health Literacy

3.9K
Health literacy is an individual's or a community's capacity to comprehend, receive, read, and use relevant healthcare information and services. The World Health Organization (WHO, 2018) defines health literacy as the cognitive and social skills that determine the ability of individuals to gain access to, understand, and use information in ways that promote and maintain good health. As a result, the WHO helps individuals manage long-term health concerns, participate in preventative...
3.9K
Language and Cognition01:27

Language and Cognition

296
Language serves as a bridge between ideas and communication, influencing how individuals perceive and interact with the world. Psychologists have long debated whether language shapes thought or vice versa. This discussion gained grip with Edward Sapir and Benjamin Lee Whorf in the 1940s, who proposed that language determines thought, a concept known as linguistic determinism. They suggested that the vocabulary and structure of a language influence how its speakers think and perceive reality.
296
Issues And Trends In Healthcare Delivery System01:29

Issues And Trends In Healthcare Delivery System

5.5K
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...
5.5K
Barriers to Effective Communication II01:21

Barriers to Effective Communication II

3.6K
The barriers to effective communication also include cultural barriers, semantic barriers, gender barriers, and time constraints.
Cultural barriers:
Differences in values, beliefs, religion, knowledge, and tradition can significantly impact communication. Awareness of nonverbal cues is critical, especially when conversing with a patient from a different culture. What appears appropriate in one culture may be inappropriate in another.
Semantic barriers:
As a result of their tendency to use...
3.6K
International Nursing Organizations II01:28

International Nursing Organizations II

939
The World Health Organization (WHO) is a specialized agency of the United Nations based in Geneva. The WHO has many initiatives that center around health. Primarily, they lead global efforts to expand universal health coverage using science-based policies and programs. They are also responsible for shaping health research agendas and developing norms and standards.
The WHO provides expert team support, including funding, vaccines, testing, and treatment tools at the country level to fight...
939
  1. Home
  3. Research Domains
  5. Information And Computing Sciences
  7. Artificial Intelligence
  9. Natural Language Processing
  11. Large Language Models For Global Health Clinics: Opportunities And Challenges

Large Language Models for Global Health Clinics: Opportunities and Challenges

Satvik Tripathi1, Dana Alkhulaifat2, Meghana Muppuri3

  • 1Center for Global and Population Health Research in Radiology, Department of Radiology, Perelman School of Medicine at University of Pennsylvania, Philadelphia, Pennsylvania; Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.

Journal of the American College of Radiology : JACR
|April 9, 2025

Related Experiment Videos

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
03:14

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness

Published on: December 6, 2024

466
Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application
05:56

Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application

Published on: April 14, 2023

2.3K
Involving Individuals with Developmental Language Disorder and Their Parents/Carers in Research Priority Setting
06:16

Involving Individuals with Developmental Language Disorder and Their Parents/Carers in Research Priority Setting

Published on: June 6, 2020

3.5K

View abstract on PubMed

Summary
This summary is machine-generated.

Large language models (LLMs) can transform health care communication and research. Addressing challenges like bias and privacy is crucial for equitable global health advancement.

Area of Science:

  • Artificial Intelligence in Healthcare
  • Health Informatics
  • Digital Health

Background:

  • Large language models (LLMs) represent a significant advancement in artificial intelligence.
  • LLMs offer potential to revolutionize health care communication, research, and decision-making.
  • The integration of LLMs into health care systems is rapidly evolving.

Purpose of the Study:

  • To explore the transformative potential of LLMs in health care.
  • To identify the challenges associated with LLM implementation in health care.
  • To propose strategies for maximizing LLM benefits while mitigating risks.

Main Methods:

  • Analysis of current LLM capabilities and applications in health care.
  • Identification of key challenges including data bias, privacy, and digital literacy.
Keywords:
Large language modelsartificial intelligenceglobal health

Related Experiment Videos

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness
03:14

Augmenting Large Language Models via Vector Embeddings to Improve Domain-Specific Responsiveness

Published on: December 6, 2024

466
Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application
05:56

Objectification of Tongue Diagnosis in Traditional Medicine, Data Analysis, and Study Application

Published on: April 14, 2023

2.3K
Involving Individuals with Developmental Language Disorder and Their Parents/Carers in Research Priority Setting
06:16

Involving Individuals with Developmental Language Disorder and Their Parents/Carers in Research Priority Setting

Published on: June 6, 2020

3.5K
  • Review of ethical considerations and potential solutions.

    • Main Results:

    • LLMs demonstrate significant potential for rapid health information dissemination and overcoming language barriers.
    • Challenges include inherent data biases, privacy concerns, and varying digital literacy levels.
    • LLMs possess strong analytical capabilities for informing health policies and clinical practices.

    Conclusions:

    • LLMs can significantly advance global health outcomes and promote health equity.
    • Developing robust ethical frameworks and bias mitigation strategies is essential.
    • Educational initiatives are needed to ensure equitable access and effective utilization of LLMs in health care worldwide.