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

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
Exercise and Muscle Performance01:27

Exercise and Muscle Performance

2.3K
Exercise induces a range of adaptations in muscle tissue, depending on the type and duration of activity. Such physical training can be broadly categorized into two types: endurance exercises and resistance exercises.
Endurance exercises
Endurance exercises involve running, swimming, or cycling, which require repetitive movements with low force output. When a person engages in endurance exercise, a few noticeable changes occur in their skeletal muscles. For instance, the number of capillaries...
2.3K
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
Exercise and Cardiovascular Response01:20

Exercise and Cardiovascular Response

3.8K
Exercise significantly impacts cardiovascular response, which is crucial for understanding patient health and designing effective treatment plans.
Light to moderate physical activity initiates a series of interconnected responses in the body. The heart rate modestly increases in anticipation of the workout, followed by widespread vasodilation as oxygen consumption by skeletal muscles increases. This results in decreased peripheral resistance, increased capillary blood flow, and accelerated...
3.8K

You might also read

Related Articles

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

Sort by
Same author

Health Behavior Changes in a Lifestyle Medicine Program: A Convergent Mixed Methods Study.

Behavior modification·2026
Same author

Reflections on a Lifestyle Medicine Community Program for People With HIV.

American journal of lifestyle medicine·2026
Same author

Meaning, Purpose, and Spirituality and Clinician Well-Being.

American journal of lifestyle medicine·2026
Same author

Integrating Meaning, Purpose, and Spirituality (MPS) Within Lifestyle Medicine Education and Training: Core Competencies to Support Whole-Person Care.

American journal of lifestyle medicine·2026
Same author

Assessing Preliminary Implementation Outcomes of a Lifestyle Medicine Intervention.

Health promotion practice·2026
Same author

Integrating cancer rehabilitation and lifestyle medicine: a proposed partnership and case example from the RISE cancer survivorship clinic.

Disability and rehabilitation·2026

Related Experiment Video

Updated: Jan 9, 2026

Adapted Resistance Training Improves Strength in Eight Weeks in Individuals with Multiple Sclerosis
08:48

Adapted Resistance Training Improves Strength in Eight Weeks in Individuals with Multiple Sclerosis

Published on: January 29, 2016

17.2K

The Potential of AI to Create Personalized Exercise Plans.

Elizabeth J Enichen1, Cameron C Young1, Elizabeth P Frates1

  • 1Harvard Medical School, Boston, MA, USA.

Health Promotion Practice
|December 4, 2025
PubMed
Summary

Healthcare providers struggle with exercise counseling. This study shows GPT-3.5 can generate safe and effective preliminary exercise recommendations, potentially aiding clinicians in guiding patients toward better health outcomes.

Keywords:
artificial intelligence/AIbehavioral changecounselingdisease managementhealth coachinghealth promotion

More Related Videos

Estimate the Cognitive Load Using Electrocardiographic Measure: A Human-AI Collaborative Task
07:08

Estimate the Cognitive Load Using Electrocardiographic Measure: A Human-AI Collaborative Task

Published on: December 5, 2025

152
Using a Split-belt Treadmill to Evaluate Generalization of Human Locomotor Adaptation
08:04

Using a Split-belt Treadmill to Evaluate Generalization of Human Locomotor Adaptation

Published on: August 23, 2017

8.7K

Related Experiment Videos

Last Updated: Jan 9, 2026

Adapted Resistance Training Improves Strength in Eight Weeks in Individuals with Multiple Sclerosis
08:48

Adapted Resistance Training Improves Strength in Eight Weeks in Individuals with Multiple Sclerosis

Published on: January 29, 2016

17.2K
Estimate the Cognitive Load Using Electrocardiographic Measure: A Human-AI Collaborative Task
07:08

Estimate the Cognitive Load Using Electrocardiographic Measure: A Human-AI Collaborative Task

Published on: December 5, 2025

152
Using a Split-belt Treadmill to Evaluate Generalization of Human Locomotor Adaptation
08:04

Using a Split-belt Treadmill to Evaluate Generalization of Human Locomotor Adaptation

Published on: August 23, 2017

8.7K

Area of Science:

  • Medical Informatics
  • Lifestyle Medicine
  • Artificial Intelligence in Healthcare

Background:

  • Moderate intensity exercise offers significant health benefits and disease prevention.
  • Healthcare providers face barriers like short visit times and knowledge gaps, hindering patient exercise counseling.
  • Effective exercise recommendations are crucial for public health but often underutilized in clinical practice.

Purpose of the Study:

  • To investigate the efficacy of GPT-3.5 in generating effective exercise recommendations for patients.
  • To compare AI-generated recommendations with those from lifestyle medicine experts.
  • To assess the safety, realism, personalization, and accessibility of AI-generated exercise plans.

Main Methods:

  • Thirty fictional patient cases were input into GPT-3.5.
  • GPT-3.5 and two lifestyle medicine experts generated SMART exercise goals and advice.
  • Three blinded reviewers evaluated recommendations based on safety, realism, personalization, accessibility, and overall quality.

Main Results:

  • Both GPT-3.5 and human experts produced highly rated exercise recommendations.
  • AI-generated recommendations were comparable to expert-generated ones across key metrics.
  • No significant differences were found in the quality of recommendations between GPT-3.5 and experts.

Conclusions:

  • GPT-3.5 demonstrates potential as a tool for creating safe and effective preliminary exercise recommendations.
  • AI can assist healthcare providers in overcoming barriers to exercise counseling.
  • Further research may validate AI's role in personalized patient exercise guidance.