Intelligent Telehealth in Pharmacovigilance: A Future Perspective

被引:17
|
作者
Edrees, Heba [1 ,2 ,3 ]
Song, Wenyu [1 ,3 ]
Syrowatka, Ania [1 ,3 ]
Simona, Aurelien [1 ,3 ]
Amato, Mary G. [1 ]
Bates, David W. [1 ,3 ,4 ]
机构
[1] Brigham & Womens Hosp, Div Gen Internal Med, 75 Francis St, Boston, MA 02115 USA
[2] MCPHS Univ, Dept Pharm Practice, Boston, MA USA
[3] Harvard Med Sch, 1620 Tremont St,3rd Floor, Boston, MA 02120 USA
[4] Harvard Sch Publ Hlth, Dept Hlth Policy & Management, Boston, MA 02115 USA
关键词
ELECTRONIC HEALTH RECORDS; ADVERSE DRUG-REACTIONS; ARTIFICIAL-INTELLIGENCE; CHRONIC DISEASES; TELEMEDICINE; METAANALYSIS; VALIDATION; MANAGEMENT; SIGNALS; EVENTS;
D O I
10.1007/s40264-022-01172-5
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Pharmacovigilance improves patient safety by detecting and preventing adverse drug events. However, challenges exist that limit adverse drug event detection, resulting in many adverse drug events being underreported or inaccurately reported. One challenge includes having access to large data sets from various sources including electronic health records and wearable medical devices. Artificial intelligence, including machine learning methods, such as natural language processing and deep learning, can detect and extract information about adverse drug events, thus automating the pharmacovigilance process and improving the surveillance of known and documented adverse drug events. In addition, with the increased demand for telehealth services, for managing both acute and chronic diseases, artificial intelligence methods can play a role in detecting and preventing adverse drug events. In this review, we discuss two use cases of how artificial intelligence methods may be useful to improve the quality of pharmacovigilance and the role of artificial intelligence in telehealth practices.
引用
收藏
页码:449 / 458
页数:10
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