通过人工智能定制的建议支持更健康的食物选择:一个研究议程
Alain D Starke1,2, Jutta Dierkes3, Gülen Arslan Lied3,4
1Amsterdam School of Communication Research, University of Amsterdam, Nieuwe Achtergracht 166, 1018 WV Amsterdam, the Netherlands.
PEC innovation
|February 3, 2025
概括
这项研究概述了利用人工智能 (AI) 为提供个性化的饮食建议提供更健康的家庭的计划. 目标是改善高血压等疾病的食物选择,并支持可持续的饮食.
科学领域:
- 医疗信息学 医疗信息学
- 计算营养学计算营养学
- 行为科学 行为科学
背景情况:
- 制定更健康的家庭的有效策略对于管理诸如高血压等慢性疾病至关重要.
- 现有的食品技术和人工智能应用缺乏对影响饮食习惯的严格临床验证.
研究的目的:
- 建立一个研究议程,研究人工智能驱动的个性化咨询在促进更健康的家庭方面的有效性.
- 为了满足高血压,过敏症患者和那些寻求可持续食物选择的人的饮食需求.
主要方法:
- 在三个关键领域制定了研究问题和方法:接受个性化的食品建议,算法和接口AI:应用程序开发,营养建模和临床试验.
- 专注于为个人提供量身定制的食谱建议的案例研究,重点是减轻与高血压相关的健康问题.
主要成果:
- 研究议程是在2019年至2022年之间制定的,得到了资助申请拒绝和跨学科合作的通知.
- 确定了需要在人工智能设计中将计算原理与行为变化理论集成到饮食干预的需求.
结论:
- 人工智能驱动的家庭应用程序应该包含行为改变的计算和心理原则.
- 人工智能定制的饮食建议的有效性可以通过临床试验严格评估,类似于传统的饮食干预措施.
相关概念视频
Issues And Trends In Healthcare Delivery System
5.6K
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...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.6K
Confirmation Biases
5.4K
The confirmation bias is the tendency to focus on information that confirms our existing beliefs and ignore information that is inconsistent with our expectations. For example, if you think that your professor is not very nice, you notice all of the instances of rude behavior exhibited by the professor while ignoring the countless pleasant interactions he is involved in on a daily basis. Have you ever fallen prey to the confirmation bias, either as the source or target of such bias?
5.4K
Stress Prevention and Stress Management Techniques VI
26
Adopting a healthier lifestyle often requires overcoming significant challenges, but leveraging psychological, social, and cultural resources can facilitate meaningful change. Effective self-change hinges on understanding and applying key tools such as motivation and goal setting, which help sustain efforts toward long-term health benefits.
Motivation and Self-Determination
Motivation, the driving force behind behavior, plays a pivotal role at every stage of the change process. The research...
Motivation and Self-Determination
Motivation, the driving force behind behavior, plays a pivotal role at every stage of the change process. The research...
26
Cancer Prevention
6.0K
Several factors can increase the risk of cancer in an individual. About 50% of cancer cases can be prevented by adopting a healthy lifestyle, regular exercise, eating healthy, and following a modest cancer prevention diet. Epidemiological studies have consistently shown that populations with vegetable and fruit-rich diets have reduced the incidence of cancer. On the other hand, populations who have a diet rich in animal fat, red meat, junk food, or high calories are predisposed to cancer.
Some...
Some...
6.0K
Self-Help Support Groups
25
Self-help support groups are voluntary, community-based organizations that provide a platform for individuals with shared concerns to exchange support, insights, and practical strategies for coping with life challenges. Typically led by group members or paraprofessionals, these groups form a cornerstone of mental health care, especially in reaching populations that are underserved by traditional healthcare systems.
Accessibility and Cost-Effectiveness
One of the primary strengths of self-help...
Accessibility and Cost-Effectiveness
One of the primary strengths of self-help...
25
Current Trends in Nursing II
1.2K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
1.2K


