Investigating machine learning & natural language processing techniques applied for predicting depression disorder from online support forums: A systematic …
IA Nanomi Arachchige, P Sandanapitchai… - Information, 2021 - mdpi.com
Depression is a common mental health disorder that affects an individual's moods, thought
processes and behaviours negatively, and disrupts one's ability to function optimally. In most …
processes and behaviours negatively, and disrupts one's ability to function optimally. In most …
[HTML][HTML] From help-seekers to influential users: a systematic review of participation styles in online health communities
B Carron-Arthur, K Ali, JA Cunningham… - Journal of medical …, 2015 - jmir.org
Background Understanding how people participate in and contribute to online health
communities (OHCs) is useful knowledge in multiple domains. It is helpful for community …
communities (OHCs) is useful knowledge in multiple domains. It is helpful for community …
Mining social media data: How are research sponsors and researchers addressing the ethical challenges?
J Taylor, C Pagliari - Research Ethics, 2018 - journals.sagepub.com
Background: Data representing people's behaviour, attitudes, feelings and relationships are
increasingly being harvested from social media platforms and re-used for research …
increasingly being harvested from social media platforms and re-used for research …
[HTML][HTML] Tweeting for and against public health policy: response to the Chicago Department of Public Health's electronic cigarette Twitter campaign
JK Harris, S Moreland-Russell, B Choucair… - Journal of medical …, 2014 - jmir.org
Background In January 2014, the Chicago City Council scheduled a vote on local regulation
of electronic cigarettes as tobacco products. One week prior to the vote, the Chicago …
of electronic cigarettes as tobacco products. One week prior to the vote, the Chicago …
When advocacy obscures accuracy online: digital pandemics of public health misinformation through an antifluoride case study
Objectives. In an antifluoridation case study, we explored digital pandemics and the social
spread of scientifically inaccurate health information across the Web, and we considered the …
spread of scientifically inaccurate health information across the Web, and we considered the …
[HTML][HTML] Acceptance of mobile health apps for disease management among people with multiple sclerosis: web-based survey study
J Apolinário-Hagen, M Menzel… - JMIR formative …, 2018 - formative.jmir.org
Background: Mobile health (mHealth) apps might have the potential to promote self-
management of people with multiple sclerosis (MS) in everyday life. However, the uptake of …
management of people with multiple sclerosis (MS) in everyday life. However, the uptake of …
Sense making in complex health situations: Virtual health communities as sources of information and emotional support
S Naveh, J Bronstein - Aslib Journal of Information Management, 2019 - emerald.com
Purpose Using a sense making approach, the purpose of this paper is to examine the role
that virtual health communities play as a source of informational and social support for …
that virtual health communities play as a source of informational and social support for …
Identifying tweets of personal health experience through word embedding and LSTM neural network
Abstract Background As Twitter has become an active data source for health surveillance
research, it is important that efficient and effective methods are developed to identify tweets …
research, it is important that efficient and effective methods are developed to identify tweets …
[HTML][HTML] Ill literates or illiterates? Investigating the eHealth literacy of users of online health communities
Background Electronic health (eHealth) literacy is an important skill that allows patients to
navigate intelligibly through the vast, often misleading Web-based world. Although eHealth …
navigate intelligibly through the vast, often misleading Web-based world. Although eHealth …
[HTML][HTML] How new and expecting fathers engage with an app-based online forum: qualitative analysis
BK White, RC Giglia, JA Scott… - JMIR mHealth and …, 2018 - mhealth.jmir.org
Background: Breastfeeding is important for infants, and fathers are influential in supporting
their partner in their decision to breastfeed and how long they breastfeed for. Fathers can …
their partner in their decision to breastfeed and how long they breastfeed for. Fathers can …