Researching Mental Health Disorders in the Era of Social Media: Systematic Review

Sentiment Analysis of Short Informal Texts

(2018) S. Kiritchenko et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

#WhyWeTweetMH: Understanding Why People Use Twitter to Discuss Mental Health Problems

(2017) Natalie Berry et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Ethical issues in using Twitter for population-level depression monitoring: a qualitative study

(2016) Jude Mikal et al.   BMC Medical Ethics

Can we open the black box of AI?

(2016) Davide Castelvecchi   NATURE

Enhancing reproducibility for computational methods

(2016) V. Stodden et al.   SCIENCE

Social media and suicide prevention: a systematic review

(2015) Jo Robinson et al.   Early Intervention in Psychiatry

The Role of Social Network Technologies in Online Health Promotion: A Narrative Review of Theoretical and Empirical Factors Influencing Intervention Effectiveness

(2015) Panos Balatsoukas et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Computer-based personality judgments are more accurate than those made by humans

(2015) Wu Youyou et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Promoting an open research culture

(2015) B. A. Nosek et al.   SCIENCE

Ethical Challenges of Big Data in Public Health

(2015) Effy Vayena et al.   PLoS Computational Biology

Creating a Chinese suicide dictionary for identifying suicide risk on social media

(2015) Meizhen Lv et al.   PeerJ

Text mining for market prediction: A systematic review

(2014) Arman Khadjeh Nassirtoussi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Online and Social Networking Interventions for the Treatment of Depression in Young People: A Systematic Review

(2014) Simon M Rice et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Ethical Issues in Using Twitter for Public Health Surveillance and Research: Developing a Taxonomy of Ethical Concepts From the Research Literature

(2014) Mike Conway   JOURNAL OF MEDICAL INTERNET RESEARCH

Predicting the Risk of Suicide by Analyzing the Text of Clinical Notes

(2014) Chris Poulin et al.   PLoS One

Twitter: A Good Place to Detect Health Conditions

(2014) Víctor M. Prieto et al.   PLoS One

Experimental evidence of massive-scale emotional contagion through social networks

(2014) A. D. I. Kramer et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Editorial Expression of Concern: Experimental evidence of massivescale emotional contagion through social networks

(2014)   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Ethical issues in using social media for health and health care research

(2013) Rebecca McKee   HEALTH POLICY

Activities on Facebook Reveal the Depressive State of Users

(2013) Sungkyu Park et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

An Exploration of Social Circles and Prescription Drug Abuse Through Twitter

(2013) Carl Lee Hanson et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Bankruptcy prediction using Extreme Learning Machine and financial expertise

(2013) Qi Yu et al.   NEUROCOMPUTING

Automated classification of primary progressive aphasia subtypes from narrative speech transcripts

(2012) Kathleen C. Fraser et al.   CORTEX

Mining electronic health records: towards better research applications and clinical care

(2012) Peter B. Jensen et al.   NATURE REVIEWS GENETICS

Happiness Is Assortative in Online Social Networks

(2011) Johan Bollen et al.   ARTIFICIAL LIFE

Feeling bad on Facebook: depression disclosures by college students on a social networking site

(2011) Megan A. Moreno et al.   DEPRESSION AND ANXIETY

Spoken Language Derived Measures for Detecting Mild Cognitive Impairment

(2011) Brian Roark et al.   IEEE Transactions on Audio Speech and Language Processing

Sentiment strength detection in short informal text

(2010) Mike Thelwall et al.   JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY

Social network determinants of depression

(2010) J N Rosenquist et al.   MOLECULAR PSYCHIATRY

Researching Personal Information on the Public Web

(2010) David Wilkinson et al.   SOCIAL SCIENCE COMPUTER REVIEW

The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration

(2009) Alessandro Liberati et al.   PLOS MEDICINE