人工智能在积极的心理健康:一个叙事审查
Anoushka Thakkar1, Ankita Gupta1, Avinash De Sousa2
1MINDLab, The MINDS Foundation, Mumbai, India.
Frontiers in digital health
|April 2, 2024
概括
人工智能 (AI) 为心理健康护理提供了重大前景,有助于各种疾病的意识,诊断和干预. 这篇评论探讨了人工智能.
科学领域:
- 心理健康 心理健康
- 人工智能的人工智能
- 计算精神病学是一种计算精神病学.
背景情况:
- 人工智能 (AI) 在精神卫生保健领域具有变革性的潜力.
- 人工智能与心理健康服务的整合正在迅速发展.
- 了解人工智能的范围和应用对于其有效实施至关重要.
研究的目的:
- 综合审查人工智能 (AI) 在心理健康中的应用范围.
- 探索人工智能在精神卫生保健提供中的多方面的作用.
- 讨论人工智能在精神病治疗中的潜在好处和挑战.
主要方法:
- 对人工智能在心理健康中的应用进行文献综述.
- 分析人工智能技术,包括机器学习 (监督和无监督).
- 检查AI在特定精神疾病和心理健康干预中的作用.
主要成果:
- 人工智能在诊断和干预神经退行性疾病,智力障碍和发作等疾病方面具有实用性.
- 人工智能有助于积极的情绪调节,并影响诸如精神分裂症,自闭症谱系障碍和情绪障碍等疾病.
- 人工智能工具可以提高心理健康意识,并支持个性化干预.
结论:
- 通过加强诊断和干预,人工智能为改善心理健康护理提供了巨大的希望.
- 人工智能驱动的心理健康方法需要文化意识,可适应的算法和减轻偏见.
- 伦理考虑对于在心理健康领域负责任地部署人工智能至关重要.
相关概念视频
Introduction to Cognitive Psychology
480
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
480
Reason and Intuition
6.4K
The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the...
6.4K
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
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
Humanistic Psychology
1.1K
Humanistic psychology emerged in the mid-20th century as a response to the deterministic and pessimistic nature of behaviorism and psychoanalysis. While behaviorism focused on observable behaviors influenced by the environment and psychoanalysis delved into unconscious motivations, both theories suggested that human actions lacked free will. In contrast, humanistic psychology offers a perspective that emphasizes the innate potential for goodness and growth within every individual.
This approach...
This approach...
1.1K
Stereotype Content Model
14.7K
The Stereotype Content Model (SCM) was first proposed by Susan Fiske and her colleagues (Fiske, Cuddy, Glick & Xu, 2002; see also Fiske, 2012 and Fiske, 2017). The SCM specifies that when someone encounters a new group, they will stereotype them based on two metrics: warmth—or that group’s perceived intent, and how likely they are to provide help or inflict harm—and competence—or their ability to carry out that objective. Depending on the warmth-competence...
14.7K


