神经学中的人口健康和人工智能和大型语言模型的变革性承诺
Valdery Moura Junior1, Benjamin Kummer2,3, Lidia M V R Moura4,5
1Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts.
Seminars in neurology
|March 21, 2025
概括
人口健康策略正在通过整合公共卫生,人工智能和数据分析来彻底改变神经学,以促进整个社区的大脑健康. 这种方法优先考虑预防,早期干预和为所有人提供公平的护理.
科学领域:
- 神经学 神经学
- 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:
- 神经学正在转向人口健康战略.
- 需要系统的方法来实现全社区的神经健康.
- 传统的反应性护理模式是不够的.
研究的目的:
- 检查人口健康在神经学中的不断扩大的作用.
- 强调公共卫生原则和先进技术的整合.
- 在社区层面探索改善神经健康结果的策略.
主要方法:
- 公共卫生和神经病学的跨学科培训.
- 政策改革和生物医学信息学的实施.
- 应用人工智能 (AI) 和大型语言模型 (LLM).
- 使用预测分析,数字双胞胎和人工智能增强的诊断.
- 利用可穿戴技术,远程医疗和移动诊所.
主要成果:
- 神经学正在采用一个整体的视角,解决健康的社会决定因素.
- 先进的数据分析和跨部门的合作正在加强护理.
- 创新的应用程序正在实现主动的,数据驱动的干预.
- 改善获得护理的机会,特别是对服务不足的人群.
- 对疾病进展和社区特异性风险因素的细微见解.
结论:
- 利用技术和跨学科专业知识可以减少神经系统疾病的负担.
- 优先考虑数据驱动干预措施中的公平性至关重要.
- 可持续的,以患者为中心的护理模式有利于个人和社区.
- 培养一个未来,大脑健康是预防性的,可访问的,公平的.
相关概念视频
01:29Issues 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...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.5K
01:27Language and Cognition
302
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.
302
01:30Current 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