Network-based modeling and intelligent data mining of social media for improving care

A Akay, A Dragomir… - IEEE journal of biomedical …, 2014 - ieeexplore.ieee.org
Intelligently extracting knowledge from social media has recently attracted great interest from
the Biomedical and Health Informatics community to simultaneously improve healthcare …

Mining health social media with sentiment analysis

FC Yang, AJT Lee, SC Kuo - Journal of medical systems, 2016 - Springer
With the rapid development of the Internet, more and more users utilize health communities
(known as forums) to find health-related information, share their medical stories and …

Multi-modality behavioral influence analysis for personalized recommendations in health social media environment

X Zhou, W Liang, I Kevin, K Wang… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Recently, health social media have engaged more and more people to share their personal
feelings, opinions, and experience in the context of health informatics, which has drawn …

Social media mining for public health monitoring and surveillance

MJ Paul, A Sarker, JS Brownstein… - … 2016: Proceedings of …, 2016 - World Scientific
This paper describes topics pertaining to the session,“Social Media Mining for Public Health
Monitoring and Surveillance,” at the Pacific Symposium on Biocomputing (PSB) 2016. In …

[HTML][HTML] Understanding health care social media use from different stakeholder perspectives: a content analysis of an online health community

Y Lu, Y Wu, J Liu, J Li, P Zhang - Journal of medical Internet research, 2017 - jmir.org
Background Health care social media used for health information exchange and emotional
communication involves different types of users, including patients, caregivers, and health …

Social media analytics for smart health

A Abbasi, D Adjeroh, M Dredze, MJ Paul… - IEEE Intelligent …, 2014 - ieeexplore.ieee.org
This special section of" Trends & Controversies" focuses on social media analytics for smart
health. The introduction, called" Social Media Analytics for Smart Health," is provided by …

Identifying patient experience from online resources via sentiment analysis and topic modelling

M Bahja, M Lycett - proceedings of the 3rd IEEE/ACM International …, 2016 - dl.acm.org
Positive patient experience is crucial for retaining patient loyalty and in understanding and
acting upon limitations of the treatment or service provided. Online platforms, such as …

[PDF][PDF] Health recommender system using big data analytics

J Archenaa, EAM Anita - Journal of Management Science and Business …, 2017 - ibii-us.org
This paper gives an insight on how to use big data analytics for developing effective health
recommendation engine by analyzing multi structured healthcare data. Evidence-based …

[HTML][HTML] Researching mental health disorders in the era of social media: systematic review

A Wongkoblap, MA Vadillo, V Curcin - Journal of medical Internet research, 2017 - jmir.org
Background Mental illness is quickly becoming one of the most prevalent public health
problems worldwide. Social network platforms, where users can express their emotions …

[HTML][HTML] Mining social media data for biomedical signals and health-related behavior

RB Correia, IB Wood, J Bollen… - Annual review of …, 2020 - annualreviews.org
Social media data have been increasingly used to study biomedical and health-related
phenomena. From cohort-level discussions of a condition to population-level analyses of …