Type 2 diabetes mellitus (T2DM) often results in high morbidity and mortality. In addition, T2DM presents a substantial financial burden for individuals and their families, health systems, and societies. According to studies and reports, globally, …
In this paper, we demonstrate the development and validation of the 10-years type 2 diabetes mellitus (T2DM) risk prediction models based on large survey data. The Survey of Health, Ageing and Retirement in Europe (SHARE) data collected in 12 …
There is a need of ensuring machine learning models that are interpretable. Higher interpretability of the model means easier comprehension and explanation of future predictions for end-users. Further, interpretable machine learning models allow …
Izboljšanje razumljivosti in napovedne zmogljivosti modelov za oceno tveganja in podporo odločanju v kliničnem okolju
Glavna institucija gostiteljica: KU Leuven
Vodja: Katrien Verbert (KU Leuven, Odsek za informatiko)
Tuja institucija gostiteljica: Univerza v Mariboru
There is a need of ensuring machine learning models that are interpretable. Higher interpretability of the model means easier comprehension and explanation of future predictions for end-users. Further, interpretable machine learning models allow …