Researchers



Results 41-60 of 160
Issue DateTitleAuthor(s)TypeМp-cat.
2024Extraction of Vocal Features as Biomarkers for Heart Failure DiagnosisGeroski, Tijana  ; Pavić, Ognjen  ; Dašić, Lazar  ; Filipovic, Nenad  Conference Paper
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2024From imaging to personalized 3D printed molds in cranioplastyGeroski, Tijana  ; Kovačević, Vojin  ; Nikolić, Dalibor  ; Filipović, Nenad  Article
22M22
2024Bridging the Gap: Physics-Driven Deep Learning for Heat Transfer Model of the Heart TissueGeroski, Tijana  ; Pavić, Ognjen  ; Dašić, Lazar  ; Filipović, Nenad  Book parts
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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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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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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
2023Big Data in multiscale modelling: from medical image processing to personalized modelsGeroski, Tijana  ; Jakovljevic, Djordje G; Filipovic, Nenad D  Article
21a+M21a+
2023Nerve regeneration from an in-silico perspective – current and future approachesNikolić, Milica  ; Vulovic, Radun  ; Geroski, Tijana  ; Rasulic, Lukas; Filipovic, Nenad  Conference Paper
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2023Application of Ensemble Machine Learning for Classification Problems on Very Small DatasetsOgnjen Pavić  ; Lazar Dašić  ; Tijana Geroski  ; Marijana Stanojević Pirković; Aleksandar Milovanović  ; 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
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 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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2023Filter-based Image Processing of Coronary Angiography Imaging Data of the Left Coronary ArteryDašić, Lazar  ; Pavić, Ognjen  ; Tijana Geroski  ; Filipović, Nenad  Conference Paper
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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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20233D Printing Technology in Cranioplasty: Case StudyTijana Geroski  ; Nikolić, Dalibor  ; Kovačević, Vojin  ; Filipović, Nenad  Conference Paper
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2023Fractional Flow Reserve-Based Patient Risk ClassificationStanojević Pirković, Marijana  ; Pavić, Ognjen  ; Filipović, Filip; Saveljić, Igor  ; Geroski, Tijana  ; Exarchos, Themis; Filipović, Nenad  Article
21M21
2023An Unsupervised Image Segmentation Workflow for Extraction of Left Coronary Artery from X-ray Coronary AngiographyLazar Dašić  ; Ognjen Pavić  ; Tijana Geroski  ; Nenad Filipović  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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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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