Predicting treatment response using machine learning: A registered report

Objective Previous research on psychotherapy treatment response has mainly focused on outpatients or clinical trial data which may have low ecological validity regarding naturalistic inpatient samples. To reduce treatment failures by proactively screening for patients at risk of low treatment respon...

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Veröffentlicht in:	British journal of clinical psychology 2024-06, Vol.63 (2), p.137-155
Hauptverfasser:	Jankowsky, Kristin, Krakau, Lina, Schroeders, Ulrich, Zwerenz, Rüdiger, Beutel, Manfred E.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Clinical assessment Clinical outcomes Clinical research Clinical trials Inpatient care inpatients Machine learning Medical screening Mental health Outpatients predictive modelling prognostic markers Psychotherapy Risk factors Risk reduction treatment response Variables
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