Local vs. Global Interpretability of Machine Learning Models in Type 2 Diabetes Mellitus Screening. - Leon Kopitar; Leona Cilar; Primoz Kocbek; Gregor Stiglic (KR4HC/ProHealth/TEAAM@AIME, 2019)

Interpreting influence of feature ranking in derivation of prediction models for screening questionnaires optimization. - Leona Cilar; Majda Pajnkihar; Gregor Stiglic (ICDM, 2020)

Evaluation of Mobile Phone Mortality Risk Score Applications Using Data from the Electronic Medical Records. - Nino Fijacko; Lucija Gosak; Primoz Kocbek; Leona Cilar; Andrej Markota; Gregor Stiglic (MIE, 2020)

Local Interpretability of Calibrated Prediction Models: A Case of Type 2 Diabetes Mellitus Screening Test. - Simon Kocbek; Primoz Kocbek; Leona Cilar; Gregor Stiglic (CoRR, 2020)

Interpretability of machine learning-based prediction models in healthcare. - Gregor Stiglic; Primoz Kocbek; Nino Fijacko; Marinka Zitnik; Katrien Verbert; Leona Cilar (WIREs Data Mining Knowl. Discov., 2020)

A Review of Mortality Risk Prediction Models in Smartphone Applications. - Nino Fijacko; Ruth Masterson Creber; Lucija Gosak; Primoz Kocbek; Leona Cilar; Peter Creber; Gregor Stiglic (J. Medical Syst., 2021)