数字个人健康培训平台促进人类乳头瘤病毒感染疫苗接种和癌症预防:基于知识图的推系统
Nariman Ammar1,2,3, Olufunto A Olusanya1, Chad Melton1,4
1Center for Biomedical Informatics, Department of Pediatrics, College of Medicine, University of Tennessee Health Science Center, Memphis, TN, United States.
JMIR formative research
|November 15, 2023
概括
一个新的数字个人健康图书馆 (PHL) 原型为HPV疫苗推广和癌症预防提供了个性化的健康建议. 这种由人工智能驱动的工具提高了健康素养,并使个人能够做出明智的健康决策.
科学领域:
- 数字健康数字健康
- 医疗信息学 医疗信息学
- 公共卫生 公共卫生
背景情况:
- 数字干预可以通过解决疾病根源和提高健康素养来赋予人口权力.
- 个人健康记录 (PHR) 旨在加强患者的自我管理,但通常作为电子健康记录的补充视图.
- 现有的PHR在提供个性化,主动性的健康指导方面存在局限性.
研究的目的:
- 设计和开发个人健康图书馆 (PHL),克服当前电子健康记录的局限性.
- 为人类乳头瘤病毒 (HPV) 疫苗推广和癌症预防提供个性化的建议.
- 创建一个针对个体需求的精确健康促进数字平台.
主要方法:
- 设计了一个数字个人健康图书馆的概念验证原型.
- 利用机器学习,自然语言处理和语义网络技术.
- 集成社会链接数据,API和超媒体发现,创建个人健康知识图.
主要成果:
- 实施了能够存储个人健康数据作为个人健康知识图的原型PHL.
- 综合网络规模的知识,以支持HPV疫苗推广和预防HPV相关的癌症.
- 证明了个性化,基于证据的见解,以提供知情的健康决策.
结论:
- 像PHL这样的数字平台对于精确的健康促进和教育至关重要.
- PHL可以解决人口特定需求,如健康素养和语言障碍.
- 通过获得知识来赋予个人权力,有助于他们做出明智和健康的选择.
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