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The Application of User Event Log Data for Mental Health and Wellbeing Analysis
16 references·2 citing·47 second hop
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References

  • 2008Introduction to time series analysis and forecasting1,405 cited
  • 2015Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study781 cited
  • 2011Harnessing Context Sensing to Develop a Mobile Intervention for Depression646 cited
  • 2017Predictive Business Process Monitoring with LSTM Neural Networks554 cited
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  • 2009Support Vector Machines (SVM) as a Technique for Solvency Analysis375 cited
  • 2013Mental- and Physical-Health Effects of Acute Exposure to Media Images of the September 11, 2001, Attacks and the Iraq War296 cited
  • 2012What Design Features Are Used in Effective e-Health Interventions? A Review Using Techniques from Critical Interpretive Synthesis290 cited
  • 2011Understanding the Mental Health Effects of Indirect Exposure to Mass Trauma Through the Media239 cited
  • 2014Desk Reference to the Diagnostic Criteria From DSM-5212 cited
  • 2013Rethinking the Dose-Response Relationship Between Usage and Outcome in an Online Intervention for Depression: Randomized Controlled Trial193 cited
  • 2017Smartphone Cognitive Behavioral Therapy as an Adjunct to Pharmacotherapy for Refractory Depression: Randomized Controlled Trial192 cited
  • 2013Process Mining in Healthcare: Data Challenges When Answering Frequently Posed Questions175 cited

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  • 2007An Evaluation of Crisis Hotline Outcomes Part 1: Nonsuicidal Crisis Callers162 cited
  • 2008Process mining techniques: an application to stroke care.154 cited
  • 2004Does relative deprivation predict the need for mental health services?116 cited
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    • 2019Exploring temporal behaviour of app users completing ecological momentary assessments using mental health scales and mood logs10 cited
    • 2019Behaviour Analytics of Users Completing Ecological Momentary Assessments in the Form of Mental Health Scales and Mood Logs on a Smartphone App4 cited