Researchers



Results 61-80 of 160
Issue DateTitleAuthor(s)TypeМp-cat.
2023SGABU Computational Platform as a Tool for Improved Education and Research in Multiscale ModellingGeroski, Tijana  ; Živković, Jelena; Christian Hellmich; Hans Van Oosterwyck; Jakovljević, Đorđe; Ivanović, Miloš  ; Filipović, Nenad  Conference Paper
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2023Machine learning in medical image processing – from medical images to automated diagnosisTijana Geroski  ; Pavić, Ognjen  ; Dašić, Lazar  ; Petrović, Marina  ; Milovanović, Dragan  ; Filipović, Nenad  Conference Paper
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2023A Fully Automated Approach to Preprocessing and Segmentation of Coronary Arteries in X-ray Angiography ImagesPavić, Ognjen  ; Dašić, Lazar  ; Geroski, Tijana  ; Filipović, 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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2023RISK CLASSIFICATION FOR SUDDEN CARDIAC DEATH IN PATIENTS WITH HYPERTROPHIC CARDIOMYOPATHY BASED ON MACHINE LEARNING ALGORITHMSPavić, Ognjen  ; Dašić, Lazar  ; Geroski, Tijana  ; Vasković Jovanović, Mina  ; Filipović, Nenad  Article
22M22
2023Application of Machine Learning Algorithms in Medical Data ProcessingGeroski, Tijana  ; Filipovic, Nenad  Conference Paper
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2023Effectiveness of a third dose of COVID-19 vaccines against delta variant of SARS-COV-2: A Serbian cohort studyĐorđević, Nataša  ; Matić, Sanja  ; Milovanović, Dragan  ; Stefanović, Srđan  ; Popović, Suzana  ; Todorović, Danijela  ; Đurđević, Predrag  ; Sazdanović, Predrag  ; Antić, Vasilije; Lončar, Slavica;
Bukumira, Slavica; Radenković, Marko; Šušteršič, Tijana  ; Filipović, Nenad  ; Baskić, Dejan  ;
Article
23M23
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
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2023SGABU computational platform for multiscale modeling: Bridging the gap between education and researchGeroski, Tijana  ; Gkaintes, Orestis; Vulović, Aleksandra  ; Ukaj, Niketa; Barrasa Fano, Jorge; Perez-Boerema, Fernando; Milicevic, Bogdan  ; Atanasijevic A.; Živković, Jelena; Živić, Andreja  ;
Roumpi, Maria; Exarchos, Themis; Christian, Hellmich; Scheiner, Stefan; Van Oosterwyck, Hans; Jakovljevic, Professor Djordje; Ivanović, Miloš  ; Filipovic, Nenad  ;
Article
21aM21a
2022SGABU Platform – Integrated Platform for Biomedical Datasets and Multiscale ModelsSustersic, Tijana  ; Marković, Jelena; Atanasijević, Aleksandar; Živić, Andreja  ; Ivanović, Miloš  ; Filipovic, Nenad  Article
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2022Development of SGABU Platform for Multiscale ModelingAtanasijevic Aleksandar; Živić, Andreja  ; Sustersic, Tijana  ; Ivanović, Miloš  ; Filipovic, Nenad  Article
23M23
2022FPGA Implementation of Expert System for Medical Diagnosis of Disc Hernia Diagnosis Based on Bayes TheoremSustersic, Tijana  ; Peulic, Aleksandar  Article
22M22
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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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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2022Patch-based Convolutional Neural Network for Atherosclerotic Carotid Plaque Semantic SegmentationDašić, Lazar  ; Radovanovic, Nikola ; Sustersic, Tijana  ; Blagojevic, Andjela  ; Benolić, Leo; Filipovic, Nenad  Article
23M23
2022Agent-Based Model and Simulation Of Atherosclerotic Plaque ProgressionBlagojevic, Andjela  ; Sustersic, Tijana  ; Filipovic, Nenad  Conference Paper
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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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2022In Silico Clinical Trials for Cardiovascular DiseaseFilipovic, Nenad  ; Saveljic, Igor  ; Sustersic, Tijana  ; Milosevic, Miljan  ; Milicevic, Bogdan  ; Simic, Vladimir  ; Ivanović, Miloš  ; Kojic, Milos Article
22M22
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
2022Numerical Modeling of Particle Dynamics Inside a Dry Powder InhalerŠušteršič, Tijana  ; Bodić, Aleksandar  ; Ignjatović, Jelisaveta ; Cvijić, Sandra  ; Ibrić, Svetlana  ; Filipović, Nenad  Article
21aM21a