AIMC Topic: Patient Generated Health Data
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Patient generated health data and electronic health record integration in oncologic surgery: A call for artificial intelligence and machine learning.
Journal of surgical oncology
Sep 24, 2020
In this review, we aim to assess the current state of science in relation to the integration of patient-generated health data (PGHD) and patient-reported outcomes (PROs) into routine clinical care with a focus on surgical oncology populations. We wil...
Recent Advances in Using Natural Language Processing to Address Public Health Research Questions Using Social Media and ConsumerGenerated Data.
Yearbook of medical informatics
Aug 16, 2019
OBJECTIVE: We present a narrative review of recent work on the utilisation of Natural Language Processing (NLP) for the analysis of social media (including online health communities) specifically for public health applications.
Artificial Intelligence in Health: New Opportunities, Challenges, and Practical Implications.
Yearbook of medical informatics
Aug 16, 2019
OBJECTIVES: To summarise the state of the art during the year 2018 in consumer health informatics and education, with a special emphasis on the special topic of the International Medical Informatics Association (IMIA) Yearbook for 2019: "Artificial i...
Precision Nutrition Management in Continuous Care: Leveraging AI for User-Reported Dietary Data Analysis.
Studies in health technology and informatics
Jul 24, 2024
A As health technology advances, this study aims to develop an innovative nutritional intake management system that integrates artificial intelligence technology and social media software to achieve precise analysis of patient-generated data and comp...
A systematic literature review of machine learning in online personal health data.
Journal of the American Medical Informatics Association : JAMIA
Jun 1, 2019
OBJECTIVE: User-generated content (UGC) in online environments provides opportunities to learn an individual's health status outside of clinical settings. However, the nature of UGC brings challenges in both data collecting and processing. The purpos...
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