A systematic literature review of machine learning in online personal health data
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 …
learn an individual's health status outside of clinical settings. However, the nature of UGC …
[图书][B] Digital health: critical and cross-disciplinary perspectives
D Lupton - 2017 - taylorfrancis.com
The rise of digital health technologies is, for some, a panacea to many of the medical and
public health challenges we face today. This is the first book to articulate a critical response …
public health challenges we face today. This is the first book to articulate a critical response …
Estimating geographic subjective well-being from Twitter: A comparison of dictionary and data-driven language methods
Researchers and policy makers worldwide are interested in measuring the subjective well-
being of populations. When users post on social media, they leave behind digital traces that …
being of populations. When users post on social media, they leave behind digital traces that …
[PDF][PDF] Detection of user demographics on social media: A review of methods and recommendations for best practices
N Cesare, C Grant, EO Nsoesie - arXiv preprint arXiv:1702.01807, 2017 - oudatalab.com
Researchers in fields such as sociology, demography and public health, have used data
from social media to explore a diversity of questions. In public health, researchers use data …
from social media to explore a diversity of questions. In public health, researchers use data …
[HTML][HTML] Sleep quality prediction from wearable data using deep learning
A Sathyanarayana, S Joty… - JMIR mHealth and …, 2016 - mhealth.jmir.org
Background: The importance of sleep is paramount to health. Insufficient sleep can reduce
physical, emotional, and mental well-being and can lead to a multitude of health …
physical, emotional, and mental well-being and can lead to a multitude of health …
[HTML][HTML] Barriers and facilitators to online portal use among patients and caregivers in a safety net health care system: a qualitative study
L Tieu, U Sarkar, D Schillinger, JD Ralston… - Journal of medical …, 2015 - jmir.org
Background Patient portals have the potential to support self-management for chronic
diseases and improve health outcomes. With the rapid rise in adoption of patient portals …
diseases and improve health outcomes. With the rapid rise in adoption of patient portals …
Adolescent and young adult use of social media for health and its implications
JS Hausmann, C Touloumtzis, MT White… - Journal of Adolescent …, 2017 - Elsevier
Purpose To determine how adolescents and young adults (AYAs) use social media to share
health information and to assess attitudes toward using social media to obtain health …
health information and to assess attitudes toward using social media to obtain health …
New developments in the disciplines of environmental and resource economics
The disciplines of environmental and resource economics have been developed over
decades as a substantial specialisation of economic theory and application. Environmental …
decades as a substantial specialisation of economic theory and application. Environmental …
[HTML][HTML] Building a national neighborhood dataset from geotagged Twitter data for indicators of happiness, diet, and physical activity
Background: Studies suggest that where people live, play, and work can influence health
and well-being. However, the dearth of neighborhood data, especially data that is timely and …
and well-being. However, the dearth of neighborhood data, especially data that is timely and …