Early detection of type 2 diabetes mellitus using machine learning-based prediction models L Kopitar, P Kocbek, L Cilar, A Sheikh, G Stiglic Scientific reports 10 (1), 11981, 2020 | 257 | 2020 |
Local vs. global interpretability of machine learning models in type 2 diabetes mellitus screening L Kopitar, L Cilar, P Kocbek, G Stiglic International Workshop on Knowledge Representation for Health Care, 108-119, 2019 | 50 | 2019 |
Using heterogeneous sources of data and interpretability of prediction models to explain the characteristics of careless respondents in survey data L Kopitar, G Stiglic Scientific reports 13 (1), 13417, 2023 | 1 | 2023 |
Using Generative AI to Improve the Performance and Interpretability of Rule-Based Diagnosis of Type 2 Diabetes Mellitus L Kopitar, I Fister Jr, G Stiglic Information 15 (3), 162, 2024 | | 2024 |
Hybrid visualization-based framework for depressive state detection and characterization of atypical patients L Kopitar, P Kokol, G Stiglic Journal of biomedical informatics 147, 104535, 2023 | | 2023 |
Improving Primary Healthcare Workflow Using Extreme Summarization of Scientific Literature Based on Generative AI G Stiglic, L Kopitar, L Gosak, P Kocbek, Z He, P Chakraborty, P Meyer, ... arXiv preprint arXiv:2307.15715, 2023 | | 2023 |
Razvoj prototipa za podporo pri preventivnem svetovanju na področju sladkorne bolezni tipa 2 v referenčnih ambulantah: elaborat v okviru projekta Celostni model za zgodnje … L Kopitar, L Cilar, G Štiglic, N Fijačko, J Leskovšek Univerza v Mariboru, Fakulteta za zdravstvene vede, 2017 | | 2017 |
Gradnja napovednih modelov s pomočjo strukturiranih in nestrukturiranih podatkovnih virov L Kopitar Univerza v Mariboru, Fakulteta za zdravstvene vede, 2017 | | 2017 |
Opredelitev struktur in funkcij izotipov humanega serumskega amiloida A z bioinformatičnimi podatkovnimi bazami in orodji: zaključna naloga L Kopitar Univerza na Primorskem, Fakulteta za matematiko, naravoslovje in …, 2014 | | 2014 |