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2. BASE: Brain Age Standardized EvaluationLara Dular, Žiga Špiclin, 2024, original scientific article Keywords: brain age, evaluation, deep regression, accuracy, robustness, reproducibility, consistency, UK biobank Full text (file, 2,24 MB) This document has more files! More... |
3. Extensive T1-weighted MRI preprocessing improves generalizability of deep brain age prediction modelsLara Dular, Franjo Pernuš, Žiga Špiclin, 2024, original scientific article Keywords: magnetic resonance imaging, brain age prediction, image preprocessing, deep model regression, comparative study, quantitative evaluation, brain age, MRI preprocessing, deep regression models, linear mixed effect models, dataset bias, transfer learning, reproducible research, UK Biobank Full text (file, 4,29 MB) This document has more files! More... |
4. Analysis of brain age gap across subject cohorts and prediction model architecturesLara Dular, Žiga Špiclin, 2024, original scientific article Keywords: magnetnoresonančno slikanje, napovedovanje možganske starosti, globoki regresijski modeli, analiza starostnega primanjkljaja, primerjalna študija, kvantitativno vrednotenje Full text (file, 1,01 MB) This document has more files! More... |
5. Statistical comparison of machine learning algorithms with respect to multiple performance measuresLara Dular, 2018, master's thesis Keywords: comparison of machine learning algorithms, pairwise comparison, comparative studies, multiple performance measures, Wilcoxon signed-rank test, Friedman test, Pareto front Full text (file, 1,07 MB) |
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7. Napovedovanje prihodnjega napredovanja bolezni multiple skleroze z morfometrično analizo magnetnoresonančne slike glaveVeronika Zagožen, 2023, master's thesis/paper Keywords: Multipla skleroza, avtoimunska bolezen, osrednji živčni sistem, magnetna resonanca (MRI), prihodnje napredovanje bolezni, izbor značilnic, analiza glavnih komponent (PCA), metode podpornih vektorjev (SVM), k-najbližjih sosedov (KNN), naključni gozdovi (RF), EDSS. Full text (file, 2,87 MB) |
8. Čustvena kompetentnost odvetnika in doživljanje čustev v sodnih postopkihLara Dular Javornik, 2022, master's thesis Keywords: čustva, doživljanje čustev, razum, odvetništvo, čustvena kompetentnost, čustvena inteligentnost, sodni postopki Full text (file, 1,16 MB) |