Researchers



Results 61-80 of 162
Issue DateTitleAuthor(s)TypeМp-cat.
2023Prediction of Coronary Plaque Progression Using Data Mining and Artificial Neural NetworksSpahić, Lemana; Benolić, Leo; Qamar, Safi Ur Rehman  ; Simic, Vladimir  ; Milicevic, Bogdan  ; Milosevic, Miljan  ; Geroski, Tijana  ; Filipovic, Nenad  Conference Paper
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2023Transfer Learning with Deep Convolutional Neural Networks for Respiratory Disease Classification in X-Ray ImagesDašić, Lazar  ; Pavić, Ognjen  ; Geroski, Tijana  ; Milovanovic, Dragan  ; Petrović, Marina; 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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2023Application of Machine Learning Algorithms in Medical Data ProcessingGeroski, Tijana  ; Filipovic, Nenad  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
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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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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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
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
2023Nerve regeneration from an in silico perspective – current and future approachesNikolić, Milica  ; Vulović, Radun  ; Geroski, Tijana  ; Rasulić, Lukas; Filipović, Nenad  Other
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2023Implementation of Artificial Intelligence Algorithms in Biomedical Signals Processing as Support for Decision-Making in Spinal Diseases DiagnosisTijana Geroski  ; Kovačević, Vojin  ; Rasulić, Lukas  ; Ranković, Vesna  ; Filipović, Nenad  Conference Paper
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2022SILICOFCM platform, multiscale modeling of left ventricle from echocardiographic images and drug influence for cardiomyopathy diseaseFilipovic, Nenad  ; Sustersic, Tijana  ; Milosevic, Miljan  ; Milicevic, Bogdan  ; Simic, Vladimir  ; Prodanovic, Momcilo  ; Mijailovic, Srboljub; Kojic, Milos Article
21aM21a
2022Application of Artificial Intelligence in Medicine: From Data to Personalised ModelsSustersic, Tijana  ; Blagojevic, Andjela  ; Filipovic, Nenad  Conference Paper
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2022Analysis of Covid-19 Disease Using Machine Learning - Personalized ModelBlagojevic, Andjela  ; Sustersic, Tijana  ; Lorencin, Ivan; Baressi Šegota, Sandi; Andjelic, Nikola; Milovanovic, Dragan  ; Baskic, Dejan  ; Car, Zlatan; Filipovic, Nenad  Conference Paper
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2022Shear Stress Classification for The Finite Element Analysis of Hip Implant Surface TopographiesVulović, Aleksandra  ; Sustersic, Tijana  ; Filipovic, Nenad  Conference Paper
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2022Machine learning based prediction of layer-by-layer coating thicknessSustersic, Tijana  ; Gribova, Varvara; Nikolic, Milica  ; Lavale, Philip; Vrana, Nihal EnginConference Paper
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2022Carotid Artery Segmentation Using Convolutional Neural Network in Ultrasound ImagesRadovanovic, Nikola ; Dašić, Lazar  ; Blagojevic, Andjela  ; Sustersic, Tijana  ; Filipovic, Nenad  Article
23M23
2022Segmentation and Classification of Disc Hernia in Magnetic Resonance Images using Deep LearningSustersic, Tijana  ; Rankovic, Vesna  ; Kovacevic, Vojin  ; Filipovic, Nenad  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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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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