Leona Cilar

According to our database, Leona Cilar authored at least 6 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

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

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

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

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

Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

Interpreting influence of feature ranking in derivation of prediction models for screening questionnaires optimization.

Leona Cilar, Majda Pajnkihar, Gregor Stiglic

Proceedings of the Advances in Data Mining, 2020

2019

Local vs. Global Interpretability of Machine Learning Models in Type 2 Diabetes Mellitus Screening.

Leon Kopitar, Leona Cilar, Primoz Kocbek, Gregor Stiglic

Proceedings of the Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems, 2019