Media type: E-Book Title: From Limited Data to Meaningful Insights : Two studies on chronic stress prediction using machine learning Contributor: Bozorgmehr, Arezoo [Author]; Weltermann, Birgitta [Degree supervisor]; Ghofrani, Javad [Other] Published: Bonn: Universitäts- und Landesbibliothek Bonn, 2024 Extent: Online-Ressource Language: English Identifier: Keywords: Maschinelles Lernen ; Stress ; Stressbewältigung ; Deep learning ; artificial intelligence ; machine learning ; prognostic ; model ; chronic stress ; resilience factors ; interpretable model ; explainability ; stress ; disease ; diabetes ; cancer ; dataset ; clinical ; data ; gender ; social support ; support ; intervention ; SHAP ; [...] Origination: University thesis: Dissertation, Bonn, Rheinische Friedrich-Wilhelms-Universität, 2023 Footnote: In: https://doi.org/10.1371/journal.pone.0250842 In: https://doi.org/10.2196/41868 Access State: Open Access