Researchers



Results 1-20 of 36
Issue DateTitleAuthor(s)TypeМp-cat.
2026Transfer Learning with Limited Data for Mice Lung Segmentation in Synchrotron X-Ray TomographyBlagojevic, Andjela  ; Obradovic, Ognjen; Geroski, Tijana  ; Pavic, Ognjen  ; Kim, Min Woo; Filipovic, Nenad  Article
21M21
2025Integrating Artificial Intelligence and Finite Element Method to Advance Patient-Specific Modeling of the SpineGeroski, Tijana  ; Blagojević, Anđela  ; Dašić, Lazar  ; Pavić, Ognjen  ; Milićević, Bogdan  ; Milošević, Miljan  ; Kovačević, Vojin  ; Sala, Francesco; Boaro, Alessandro; Rasulić, Lukas  ;
Ivanović, Miloš  ; Filipović, Nenad  ;
Conference Paper
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2025Evaluating the Potential of Vocal Features as Non-Invasive Biomarkers for Heart FailureGeroski, Tijana  ; Dašić, Lazar  ; Blagojevic, Andjela  ; Pavić, Ognjen  ; Filipovic, Nenad  Conference Paper
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2025Multi-Stage Classification Approach for Heart Failure Disease Diagnosis and Reduced Ejection Fraction PredictionPavić, Ognjen  ; Dašić, Lazar  ; Blagojevic, Andjela  ; Geroski, Tijana  ; Filipovic, Nenad  Conference Paper
Mp. category will be shown later
2024AI-Driven Decision Support System for Heart Failure Diagnosis: INTELHEART Approach Towards Personalized Treatment StrategiesTomasevic, Smiljana  ; Blagojevic, Andjela  ; Geroski, Tijana  ; Jovicic, Gordana  ; Milicevic, Bogdan  ; Prodanovic, Momcilo  ; Kamenko, Ilija  ; Bajic, Bojana  ; Simovic, Stefan  ; Davidovic, Goran  ;
Ristic, Dragana Ignjatovic  ; Preveden, Andrej  ; Velicki, Lazar  ; Ristic, Arsen  ; Apostolovic, Svetlana  ; Dolicanin, Edin  ; Filipovic, Nenad  ;
Conference Paper
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2024Convolutional Neural Network for Atherosclerotic Plaque Multiclass Semantic Image Segmentation in Transverse Ultrasound Images of Carotid ArteryDašić, Lazar  ; Pavić, Ognjen  ; Blagojević, Andjela  ; Geroski, Tijana  ; Filipović, Nenad  Book parts
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2024The Importance of Genetic and Clinical Data Features in Risk Stratification of Patients with Hypertrophic CardiomyopathyPavić, Ognjen  ; Dašić, Lazar  ; Geroski, Tijana  ; Blagojević, Anđela  ; Filipović, Nenad  Book parts
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2023Convolutional Neural Network for Atherosclerotic Plaque Multiclass Semantic Image Segmentation in Transverse Ultrasound Images of Carotid ArteryDašić, Lazar  ; Pavić, Ognjen  ; Blagojevic, Andjela  ; Geroski, Tijana  ; Filipovic, Nenad  Conference Paper
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2023Convolutional Neural Network for Atherosclerotic Plaque Multiclass Image Segmentation in Transverse Ultrasound Images of Carotid ArteryLazar Dašić  ; Ognjen Pavić  ; Anđela Blagojević  ; Tijana Geroski  ; Nenad Filipović  Conference Paper
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2023The Importance of Genetic and Clinical Data features in Risk Stratification of Patients with Hypertrophic CardiomyopathyOgnjen Pavić  ; Lazar Dašić  ; Tijana Geroski  ; Anđela Blagojević  ; Nenad Filipović  Conference Paper
Mp. category will be shown later
2022Application of Artificial Intelligence in Medicine: From Data to Personalised ModelsSustersic, Tijana  ; Blagojevic, Andjela  ; Filipovic, Nenad  Conference Paper
Mp. category will be shown later
2022Artificial intelligence approach toward analysis of COVID-19 development—Personalized and epidemiological modelSustersic, Tijana  ; Blagojević A.  Book parts
13documentMNO za elektrotehniku, telekomunikacije i informacione tehnologije (10.11.2022.)
M13
2022Coupled Machine Learning and Finite Element Analysis of Heart Left Ventricle in Patients with CardiomyopathySustersic, Tijana  ; Blagojevic, Andjela  ; Milicevic, Bogdan  ; Milosevic, Miljan  ; Filipovic, Nenad  Conference Paper
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2022Agent-Based Model and Simulation Of Atherosclerotic Plaque ProgressionBlagojevic, Andjela  ; Sustersic, Tijana  ; Filipovic, Nenad  Conference Paper
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2022Patch-based Convolutional Neural Network for Atherosclerotic Carotid Plaque Semantic SegmentationDašić, Lazar  ; Radovanovic, Nikola ; Sustersic, Tijana  ; Blagojevic, Andjela  ; Benolić, Leo; Filipovic, Nenad  Article
23M23
2022Comparative Analysis of Patch-based and Full Image Methodology of Carotid Artery Plaque Semantic Segmentation in Ultrasound imagesDašić, Lazar  ; Blagojevic, Andjela  ; Sustersic, Tijana  ; Filipovic, Nenad  Conference Paper
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2022Examination Of Gene Expression Of Molecular Mechanisms Of Migration, Apoptosis And Redox Status Of Colorectal Carcinoma CellsJelena Pavić  ; Marko Živanović  ; Katarina Virijević  ; Nikolina Kastratović  ; Ana Mirić  ; Tijana Šušteršič  ; Anđela Blagojević  ; Irena Tanasković  ; Nenad Filipović  Conference Paper
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2022Towards Fully Automated 3D Reconstruction of Heart - Segmentation and Parametric Heart Model of Patients with CardiomyopathySustersic, Tijana  ; Blagojevic, Andjela  ; Milicevic, Bogdan  ; Milosevic, Miljan  ; Filipovic, Nenad  Conference Paper
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2022Mathematical Modeling of Covid-19 Spread Using Genetic Programming AlgorithmBenolić, Leo; Blagojevic, Andjela  ; Sustersic, Tijana  ; Car, Zlatan; Filipovic, Nenad  Conference Paper
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2022Simulation of Atherosclerotic Plaque Development using Agent-based ModellingBlagojevic, Andjela  ; Sustersic, Tijana  ; Filipovic, Nenad  Conference Paper
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