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ArticlesPeer ReviewedFull Text
Machine Learning for Predicting Cognitive Diseases: Methods, Data Sources and Risk Factors
Author / Creator:Bratić, Brankica ; Kurbalija, Vladimir ; Ivanović, Mirjana ; Oder, Iztok ; Bosnić, Zoran
Publisher:New York: Springer US
Journal title:Journal of medical systems, 2018-12, Vol.42 (12), p.243-15, Article 243
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Automatic recognition of gait-related health problems in the elderly using machine learning
Author / Creator:Pogorelc, Bogdan ; Bosnić, Zoran ; Gams, Matjaž
Publisher:Boston: Springer US
Journal title:Multimedia tools and applications, 2012-05, Vol.58 (2), p.333-354
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CAT-Site: Predicting Protein Binding Sites Using a Convolutional Neural Network
Author / Creator:Petrovski, Žan Hafner ; Hribar-Lee, Barbara ; Bosnić, Zoran
Publisher:Switzerland: MDPI AG
Journal title:Pharmaceutics, 2022-12, Vol.15 (1), p.119
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Influence of dexmedetomidine and lidocaine on perioperative opioid consumption in laparoscopic intestine resection: a randomized controlled clinical trial
Author / Creator:Andjelković, Lea ; Novak-Jankovič, Vesna ; Požar-Lukanovič, Neva ; Bosnić, Zoran ; Spindler-Vesel, Alenka
Publisher:London, England: SAGE Publications
Journal title:Journal of international medical research, 2018-12, Vol.46 (12), p.5143-5154
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A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy
Author / Creator:Smole, Tim ; Žunkovič, Bojan ; Pičulin, Matej ; Kokalj, Enja ; Robnik-Šikonja, Marko ; Kukar, Matjaž ; Fotiadis, Dimitrios I ; Pezoulas, Vasileios C ; Tachos, Nikolaos S ; Barlocco, Fausto ; Mazzarotto, Francesco ; Popović, Dejana ; Maier, Lars ; Velicki, Lazar ; MacGowan, Guy A ; Olivotto, Iacopo ; Filipović, Nenad ; Jakovljević, Djordje G ; Bosnić, Zoran
Publisher:Oxford: Elsevier Ltd
Journal title:Computers in biology and medicine, 2021-08, Vol.135, p.104648-104648, Article 104648
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ROC analysis of classifiers in machine learning: A survey
Author / Creator:Majnik, Matjaž ; Bosnić, Zoran
Publisher:London, England: SAGE Publications
Journal title:Intelligent data analysis, 2013-01, Vol.17 (3), p.531-558
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Feature selection based on community detection in feature correlation networks
Author / Creator:Savić, Miloš ; Kurbalija, Vladimir ; Bosnić, Zoran ; Ivanović, Mirjana
Publisher:Vienna: Springer Vienna
Journal title:Computing, 2019-10, Vol.101 (10), p.1513-1538
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A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains
Author / Creator:Pezoulas, Vasileios C ; Grigoriadis, Grigoris I ; Gkois, George ; Tachos, Nikolaos S ; Smole, Tim ; Bosnić, Zoran ; Pičulin, Matej ; Olivotto, Iacopo ; Barlocco, Fausto ; Robnik-Šikonja, Marko ; Jakovljevic, Djordje G ; Goules, Andreas ; Tzioufas, Athanasios G ; Fotiadis, Dimitrios I
Publisher:Oxford: Elsevier Ltd
Journal title:Computers in biology and medicine, 2021-07, Vol.134, p.104520-104520, Article 104520
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Extracorporeal Hemadsorption versus Glucocorticoids during Cardiopulmonary Bypass: A Prospective, Randomized, Controlled Trial
Author / Creator:Podbregar, Matej ; Klokocovnik, Tomislav ; Jerin, Ales ; Bosnic, Zoran ; Rupert, Lea ; Bozhinovska, Marija ; Sostaric, Maja ; Taleska Stupica, Gordana ; Ihan, Alojz
Publisher:Cairo, Egypt: Hindawi Publishing Corporation
Journal title:Cardiovascular therapeutics, 2020, Vol.2020 (2020), p.1-15
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Estimation of individual prediction reliability using the local sensitivity analysis
Author / Creator:Bosnić, Zoran ; Kononenko, Igor
Publisher:Boston: Springer US
Journal title:Applied intelligence (Dordrecht, Netherlands), 2008-12, Vol.29 (3), p.187-203
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Clinical validation of an artificial intelligence-based decision support system for diagnosis and risk stratification of heart failure (STRATIFYHF): a protocol for a prospective, multicentre longitudi...
Author / Creator:Charman, Sarah Jane ; Okwose, Nduka C ; Groenewegen, Amy ; Del Franco, Annamaria ; Tafelmeier, Maria ; Preveden, Andrej ; Garcia Sebastian, Cristina ; Fuller, Amy S ; Sinclair, David ; Edwards, Duncan ; Nelissen, Anne Pauline ; Malitas, Petros ; Zisaki, Aikaterini ; Darba, Josep ; Bosnic, Zoran ; Vracar, Petar ; Barlocco, Fausto ; Fotiadis, Dimitris ; Banerjee, Prithwish ; MacGowan, Guy A ; Fernandez, Oscar ; Zamorano, José ; Jiménez-Blanco Bravo, Marta ; Maier, Lars S ; Olivotto, Iacopo ; Rutten, Frans H ; Mant, Jonathan ; Velicki, Lazar ; Seferović, Petar M ; Filipovic, Nenad ; Jakovljevic, Djordje G ; Fatima, Bano ; Kate, Williams ; Alessandra, Fornaro ; Aleksandra, Milovancev ; Meritxell, Ascanio ; Ainoa, Aguera ; Matej, Pičulin ; Borut, Flis ; Dimitrios, Boucharas ; Dimitris, Manousos ; Manolis, Tsiknakis ; Thomas, Kassiotis ; Tijana, Sustersic ; Bogdan, Milicevic ; Richard, Hobbs FD ; Onno, Kaagman
Publisher:England: British Medical Journal Publishing Group
Journal title:BMJ open, 2025-01, Vol.15 (1), p.e091793
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ArticlesPeer ReviewedFull Text
Improving Alzheimer's disease classification by performing data fusion with vascular dementia and stroke data
Author / Creator:Bosnić, Zoran ; Bratić, Brankica ; Ivanović, Mirjana ; Semnic, Marija ; Oder, Iztok ; Kurbalija, Vladimir ; Vujanić Stankov, Tijana ; Bugarski Ignjatović, Vojislava
Publisher:Abingdon: Taylor & Francis
Journal title:Journal of experimental & theoretical artificial intelligence, 2021-11, Vol.33 (6), p.1015-1032
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Prilagodljivi računalniški sistem za priporočanje učnih objektov v konstruktivističnem učnem okolju – ALECA
Author / Creator:Ocepek, Uroš ; Nančovska Šerbec, Irena ; Rugelj, Jože ; Bosnić, Zoran
Publisher:Ljubljana: University of Ljubljana, Faculty of Arts
Journal title:AS. Andragoška spoznanja, 2016-04, Vol.22 (1), p.99-111
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ArticlesPeer ReviewedFull Text
Web user profiles with time-decay and prototyping
Author / Creator:Košir, Domen ; Kononenko, Igor ; Bosnić, Zoran
Publisher:Boston: Springer US
Journal title:Applied intelligence (Dordrecht, Netherlands), 2014-12, Vol.41 (4), p.1081-1096
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ArticlesPeer ReviewedFull Text
Disease Progression of Hypertrophic Cardiomyopathy: Modeling Using Machine Learning
Author / Creator:Pičulin, Matej ; Smole, Tim ; Žunkovič, Bojan ; Kokalj, Enja ; Robnik-Šikonja, Marko ; Kukar, Matjaž ; Fotiadis, Dimitrios I ; Pezoulas, Vasileios C ; Tachos, Nikolaos S ; Barlocco, Fausto ; Mazzarotto, Francesco ; Popović, Dejana ; Maier, Lars S ; Velicki, Lazar ; Olivotto, Iacopo ; MacGowan, Guy A ; Jakovljević, Djordje G ; Filipović, Nenad ; Bosnić, Zoran
Publisher:Canada: JMIR Publications
Journal title:JMIR medical informatics, 2022-02, Vol.10 (2), p.e30483-e30483
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Cardiopulmonary assessment of patients diagnosed with Gaucher’s disease type I
Author / Creator:Bjelobrk, Marija ; Lakocevic, Milan ; Damjanovic, Svetozar ; Petakov, Milan ; Petrovic, Milan ; Bosnic, Zoran ; Arena, Ross ; Popovic, Dejana
Publisher:United States: John Wiley & Sons, Inc
Journal title:Molecular genetics & genomic medicine, 2021-08, Vol.9 (8), p.e1757-n/a
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Automatic selection of reliability estimates for individual regression predictions
Author / Creator:Bosnić, Zoran ; Kononenko, Igor
Publisher:Cambridge, UK: Cambridge University Press
Journal title:Knowledge engineering review, 2010-03, Vol.25 (1), p.27-47
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An overview of advances in reliability estimation of individual predictions in machine learning
Author / Creator:Bosnić, Zoran ; Kononenko, Igor
Publisher:London, England: SAGE Publications
Journal title:Intelligent data analysis, 2009-01, Vol.13 (2), p.385-401
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Empirical evaluation of feature selection methods in classification
Author / Creator:ehovin, Luka ; Bosni, Zoran
Publisher:London, England: SAGE Publications
Journal title:Intelligent data analysis, 2010-01, Vol.14 (3), p.265-281
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Explanation and reliability of prediction models: the case of breast cancer recurrence
Author / Creator:Štrumbelj, Erik ; Bosnić, Zoran ; Kononenko, Igor ; Zakotnik, Branko ; Grašič Kuhar, Cvetka
Publisher:London: Springer-Verlag
Journal title:Knowledge and information systems, 2010-08, Vol.24 (2), p.305-324
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Machine Learning for Predicting Cognitive Diseases: Methods, Data Sources and Risk Factors

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Automatic recognition of gait-related health problems in the elderly using machine learning

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CAT-Site: Predicting Protein Binding Sites Using a Convolutional Neural Network

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Influence of dexmedetomidine and lidocaine on perioperative opioid consumption in laparoscopic intestine resection: a randomized controlled clinical trial

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A machine learning-based risk stratification model for ventricular tachycardia and heart failure in hypertrophic cardiomyopathy

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ROC analysis of classifiers in machine learning: A survey

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Feature selection based on community detection in feature correlation networks

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A computational pipeline for data augmentation towards the improvement of disease classification and risk stratification models: A case study in two clinical domains

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Extracorporeal Hemadsorption versus Glucocorticoids during Cardiopulmonary Bypass: A Prospective, Randomized, Controlled Trial

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Estimation of individual prediction reliability using the local sensitivity analysis

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Clinical validation of an artificial intelligence-based decision support system for diagnosis and risk stratification of heart failure (STRATIFYHF): a protocol for a prospective, multicentre longitudi...

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Improving Alzheimer's disease classification by performing data fusion with vascular dementia and stroke data

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Prilagodljivi računalniški sistem za priporočanje učnih objektov v konstruktivističnem učnem okolju – ALECA

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Web user profiles with time-decay and prototyping

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Disease Progression of Hypertrophic Cardiomyopathy: Modeling Using Machine Learning

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Cardiopulmonary assessment of patients diagnosed with Gaucher’s disease type I

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Automatic selection of reliability estimates for individual regression predictions

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An overview of advances in reliability estimation of individual predictions in machine learning

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Empirical evaluation of feature selection methods in classification

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Explanation and reliability of prediction models: the case of breast cancer recurrence

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