I-Corps: An Artificial Intelligence-Powered Mobile-Health Framework Providing Holistic Mental Health Support

I-Corps：人工智能驱动的移动健康框架，提供全面的心理健康支持

• 批准号: 2337267
• 负责人: Guy Hembroff
• 金额: $ 5万
• 依托单位: Michigan Technological University
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2023
• 资助国家: 美国
• 起止时间: 2023-12-01 至 2024-05-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2337267&HistoricalAwards=false
• 关键词: Corps; Artificial; Intelligence; Powered; Mobile

The broader impact/commercial potential of this I-Corps project is the development of an artificial intelligence-powered web and mobile application for mental health support. Currently, the ability to deliver personalized, data-driven mental health care is a universal concern. The proposed technology is designed to provide real-time stress analysis, customized geotagged resources, streamlined data management, optimized mental health referrals matching, and mental health tracking over time. This is accomplished by offering services and securely linking users, employers, and community-based organizations (CBOs) based on users’ needs. The application may provide organizations with a cloud-integrated dashboard tracking health resources for their users (e.g., employees, students), while providing insights into the use of resources, such as community-based organizations. The applications include K-12 and higher education, corporate workplaces, military, hospitals, and public health departments. These customer segments could leverage the proposed technology to improve mental health outcomes.This I-Corps project is based on the development of a mobile and web application that leverages artificial intelligence (AI) technology to address the need for behavioral health solutions. Existing systems often fail to deliver timely, personalized support to individuals dealing with mental health issues, leading to ineffective interventions and worsening conditions. The proposed technology is designed to deliver real-time insights of a user’s mental health and stress levels, and offer an in-depth understanding of a user’s well-being. This may empower organizations, such as schools, healthcare organizations and corporations to tailor resources to support their users’ mental health needs. This research has identified a critical gap in the mental health support landscape, particularly with the lack of effective holistic and personalized treatment options. In addition, the proposed application is designed to deliver personalized mental health resources, analytics, and support to users. The technology integrates several intelligent frameworks that utilize natural language processing and machine learning techniques. The artificial intelligence resource matching framework may provide customized resources to users based on their input. The real-time stress analytics dashboard may offer insights into stress levels in real-time. The mental health disorder detection framework may enable potential early detection of these disorders. The proposed technology may be used to address the rising awareness of mental health.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

这个I-Corps项目的更广泛的影响/商业潜力是开发了人工智能驱动的网络和移动应用程序以进行心理健康支持。当前，提供个性化的，数据驱动的心理保健的能力是普遍关注的问题。拟议的技术旨在提供实时压力分析，定制的地理电磁资源，简化数据管理，优化的心理健康转介匹配以及随着时间的推移心理健康跟踪。通过提供服务并根据用户的需求安全地将用户，员工和基于社区的组织（CBO）链接来实现。该应用程序可以为组织提供云融合的仪表板跟踪其用户（例如员工，学生）的健康资源，同时提供有关资源（例如基于社区组织的资源）的见解。这些申请包括K-12和高等教育，公司工程，军事，医院和公共卫生部门。这些客户群可以利用拟议的技术来改善心理健康成果。该I-Corps项目基于开发的移动和Web应用程序，该应用程序利用人工智能（AI）技术来满足对行为健康解决方案的需求。现有的系统通常未能及时，个性化的支持对精神健康问题的个人提供及时，个性化的支持，从而导致无效的干预和担心的干预和担忧。拟议的技术旨在提供对用户心理健康和压力水平的实时见解，并深入了解用户的福祉。这可能会授权组织，例如学校，医疗保健组织和公司来量身定制资源，以支持其用户的心理健康需求。这项研究已经确定了心理健康支持格局的关键差距，尤其是由于缺乏有效的整体和个性化治疗方案。此外，该建议的应用程序旨在为用户提供个性化的心理健康资源，分析和支持。该技术集成了几个使用自然语言处理和机器学习技术的智能框架。人工智能资源匹配框架可以根据用户的输入为用户提供自定义资源。实时压力分析仪表板可能会实时了解压力水平。精神健康障碍检测框架可能可以使这些疾病的潜在早期检测。该拟议的技术可用于解决对心理健康的不断提高的认识。该奖项反映了NSF的法定任务，并使用基金会的知识分子优点和更广泛的影响审查标准被认为是通过评估来获得的支持。