Interpretability

DEX-LL: Data-induced Decision EXpert with large language models
Operational decision support systems often rely on ordered risk states rather than calibrated probabilities and therefore require …
Sandro Radovanović, Boris Delibašić, Marko Bohanec, Milija Suknović
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Building interpretable predictive models for pediatric hospital readmission using tree-lasso logistic regression
Quantification and early identification of unplanned readmission risk have the potential to improve the quality of care during …
Miloš Jovanović, Sandro Radovanović, Milan Vukićević, Sven Van Poucke, Milija Suknović
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Domain knowledge Based Hierarchical Feature Selection for 30-Day Hospital Readmission Prediction
Many studies fail to provide models for 30-day hospital re-admission prediction with satisfactory performance due to high …
Sandro Radovanović, Milan Vukićević, Ana Kovačević, Gregor Štiglic, Zoran Obradović
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