Concepedia

Predictive modeling of addiction lapses in a mobile health application

Ming‐Yuan Chih, Timothy Patton, Fiona McTavish, Andrew Isham, Chris L. Judkins-Fisher, Amy K. Atwood, David H. Gustafson

Journal of Substance Abuse Treatment · 2013 · 100 citations · 32 references

Open access

Concepts

NursingBehavioral SciencesHealth InformaticsMobile Health InformaticsSubstance Use DisordersAddictionAddiction AssessmentBehavioral Health InformaticsMobile Health AnalyticsMobile Health ApplicationsSubstance UseBehavior Change AnalyticsHealth Event PredictionMobile Health Data MiningMobile Health Predictive ModelingMobile Health Time Series AnalysisPatient Behavior Analytics

References

32

Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being.

Richard M. Ryan, Edward L. Deci · American Psychologist · 2000 · 34.5K citations

Social Sciences, Psychology, Social Psychology +16

Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being.

Richard M. Ryan, Edward L. Deci · American Psychologist · 2000 · 27.6K citations

Social Sciences, Psychology, Social Psychology +16

The use of the area under the ROC curve in the evaluation of machine learning algorithms

Andrew P. Bradley · Pattern Recognition · 1997 · 7.2K citations · Full text

Computing, Biostatistics, Computer Science +14

Advantages and challenges of Bayesian networks in environmental modelling

Laura Uusitalo · Ecological Modelling · 2007 · 1.1K citations

Natural Sciences, Ecology, Environmental Sciences +14

External validation is necessary in prediction research:

Sacha E. Bleeker, Henriëtte A. Moll, Ewout W. Steyerberg et al. · Journal of Clinical Epidemiology · 2003 · 709 citations

Pharmacy, Systems Engineering, Method Validation +9