Applicability of an Automated Model and Parameter Selection in the Prediction of Screening-Level PTSD in Danish Soldiers Following Deployment: Development Study of Transferable Predictive Models Using Automated Machine Learning
Applicability of an Automated Model and Parameter Selection in the Prediction of Screening-Level PTSD in Danish Soldiers Following Deployment: Development Study of Transferable Predictive Models Using Automated Machine Learning
Karen-Inge Karstoft
1, 2
, PhD ;
Ioannis Tsamardinos
3, 4
, PhD ;
Kasper Eskelund
1, 5
, PhD ;
Søren Bo Andersen
1
, PhD ;
Lars Ravnborg Nissen
1
, MD
1
Research and Knowledge Centre, The Danish Veterans Centre, Ringsted, Denmark
2
Department of Psychology, University of Copenhagen, Copenhagen, Denmark
3
Department of Computer Science, University of Crete, Heraklion, Crete, Greece
4
Gnosis Data Analysis PC, Heraklion, Greece
5
Department of Military Psychology, The Danish Veterans Centre, Copenhagen, Denmark