相关实验视频
Updated: Jan 8, 2026

05:10
Multidisciplinary Approach to Obesity Management: A Case Report
Published on: May 30, 2025
869
对人工智能用于预防肥胖的应用进行系统审查
Atefehsadat Haghighathoseini1, Shuo-Yu Lin1, Ge Song1
1Department of Health Administration and Policy, College of Public Health, George Mason University, Fairfax, Virginia, USA.
概括
人工智能 (AI) 在预防肥胖方面表现有前途. 然而,目前的研究主要集中在检测上,预防,管理和治疗策略需要更多的人工智能驱动的探索.
科学领域:
- 公共卫生 公共卫生
- 生物医学信息学 生物医学信息学
背景情况:
- 肥胖是一个关键的公共卫生问题,在全球范围内,特别是美国,肥胖率正在上升.
- 人工智能 (AI) 为应对这种流行病提供了潜在的解决方案.
研究的目的:
- 系统地审查人工智能在预防肥胖方面的应用.
- 为了确定AI对肥胖的趋势,方法和研究差距.
主要方法:
- 使用PRISMA指南对46项研究 (2008-2024) 的系统审查.
- 对主要生物医学数据库进行全面搜索.
- 分析人工智能方法,包括机器学习 (ML) 和深度学习 (DL) 算法.
主要成果:
- 自2018年以来,针对肥胖的人工智能的研究活动大幅增加.
- 主要关注的是用于检测肥胖的AI,而不是预防或管理.
- 常见的ML / DL算法包括SVM和LSTM,具有准确性和灵敏度等指标.
结论:
- 人工智能在打击肥胖方面具有变革性的潜力.
- 在人工智能驱动的肥胖预防,管理和治疗研究中存在重大差距.
- 需要进一步的研究,才能将人工智能有效地纳入针对肥胖的公共卫生倡议.
相关概念视频
Obesity
1.1K
The Body Mass Index (BMI) is a numerical value derived from a person's weight and height, used to categorize individuals into weight ranges. It is calculated using the formula: weight in kilograms divided by height in meters squared. Obesity is a health condition characterized by excessive accumulation of adipose tissue that poses health risks, often diagnosed with a BMI ≥ 30. This excess fat storage occurs when surplus dietary calories are converted into triglycerides and stored in...
1.1K
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...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
6.1K
Cancer Prevention
7.6K
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...
7.6K
