Leona Cilar

Publication Activity (10 Years)

Years Active: 2019-2021
Publications (10 Years): 7

Top Topics

Machine Learning

Diabetes Mellitus

Top Venues

KR4HC/ProHealth/TEAAM@AIME

WIREs Data Mining Knowl. Discov.

Publications

Nino Fijacko, Ruth Masterson Creber, Lucija Gosak, Primoz Kocbek, Leona Cilar, Peter Creber, Gregor Stiglic
A Review of Mortality Risk Prediction Models in Smartphone Applications. J. Medical Syst. 45 (12) (2021)
Simon Kocbek, Primoz Kocbek, Leona Cilar, Gregor Stiglic
Local Interpretability of Calibrated Prediction Models: A Case of Type 2 Diabetes Mellitus Screening Test. CoRR (2020)
Gregor Stiglic, Primoz Kocbek, Nino Fijacko, Marinka Zitnik, Katrien Verbert, Leona Cilar
Interpretability of machine learning-based prediction models in healthcare. WIREs Data Mining Knowl. Discov. 10 (5) (2020)
Gregor Stiglic, Primoz Kocbek, Nino Fijacko, Marinka Zitnik, Katrien Verbert, Leona Cilar
Interpretability of machine learning based prediction models in healthcare. CoRR (2020)
Nino Fijacko, Lucija Gosak, Primoz Kocbek, Leona Cilar, Andrej Markota, Gregor Stiglic
Evaluation of Mobile Phone Mortality Risk Score Applications Using Data from the Electronic Medical Records. MIE (2020)
Leona Cilar, Majda Pajnkihar, Gregor Stiglic
Interpreting influence of feature ranking in derivation of prediction models for screening questionnaires optimization. ICDM (2020)
Leon Kopitar, Leona Cilar, Primoz Kocbek, Gregor Stiglic
Local vs. Global Interpretability of Machine Learning Models in Type 2 Diabetes Mellitus Screening. KR4HC/ProHealth/TEAAM@AIME (2019)