Natural language processing in mental health applications using non-clinical texts

RA Calvo, DN Milne, MS Hussain… - Natural Language …, 2017 - cambridge.org
Natural language processing (NLP) techniques can be used to make inferences about
peoples' mental states from what they write on Facebook, Twitter and other social media …

[HTML][HTML] Computer-delivered and web-based interventions to improve depression, anxiety, and psychological well-being of university students: a systematic review …

EB Davies, R Morriss, C Glazebrook - Journal of medical Internet research, 2014 - jmir.org
Background: Depression and anxiety are common mental health difficulties experienced by
university students and can impair academic and social functioning. Students are limited in …

[HTML][HTML] Behavioral intervention technologies: evidence review and recommendations for future research in mental health

DC Mohr, MN Burns, SM Schueller, G Clarke… - General hospital …, 2013 - Elsevier
OBJECTIVE: A technical expert panel convened by the Agency for Healthcare Research and
Quality and the National Institute of Mental Health was charged with reviewing the state of …

Personalised digital interventions for reducing hazardous and harmful alcohol consumption in community‐dwelling populations

EFS Kaner, FR Beyer, C Garnett… - Cochrane database …, 2017 - cochranelibrary.com
Background Excessive alcohol use contributes significantly to physical and psychological
illness, injury and death, and a wide array of social harm in all age groups. A proven strategy …

Brief alcohol interventions for adolescents and young adults: A systematic review and meta-analysis

EE Tanner-Smith, MW Lipsey - Journal of substance abuse treatment, 2015 - Elsevier
This study reports findings from a meta-analysis summarizing the effectiveness of brief
alcohol interventions for adolescents (age 11–18) and young adults (age 19–30). We …

Effectiveness of telemedicine: a systematic review of reviews

AG Ekeland, A Bowes, S Flottorp - International journal of medical …, 2010 - Elsevier
OBJECTIVES: To conduct a review of reviews on the impacts and costs of telemedicine
services. METHODS: A review of systematic reviews of telemedicine interventions was …

Reflection companion: a conversational system for engaging users in reflection on physical activity

R Kocielnik, L **ao, D Avrahami, G Hsieh - Proceedings of the ACM on …, 2018 - dl.acm.org
Mobile, wearable and other connected devices allow people to collect and explore large
amounts of data about their own activities, behavior, and well-being. Yet, learning from-, and …

[HTML][HTML] Online prevention aimed at lifestyle behaviors: a systematic review of reviews

LFM Kohl, R Crutzen, NK de Vries - Journal of medical Internet research, 2013 - jmir.org
Background Interventions aimed at behavior change are increasingly being delivered over
the Internet. Although research on intervention effectiveness has been widely conducted …

Current and future trends in internet-supported mental health interventions

A Barak, JM Grohol - Journal of Technology in Human Services, 2011 - Taylor & Francis
Despite growing research in the past two decades involving Internet-supported or online
mental health interventions, there has been only a few attempts to provide a synthesis of the …

A systematic review of the mHealth interventions to prevent alcohol and substance abuse

DM Kazemi, B Borsari, MJ Levine, S Li… - Journal of health …, 2017 - Taylor & Francis
Substance abuse in young adults is a public health issue with costs to the individual and
society. There is mounting evidence that the increased uses of mHealth approaches have …