Researchers

Results 181-200 of 925
Issue DateTitleAuthor(s)TypeМp-cat.
2023Big Data in multiscale modelling: from medical image processing to personalized modelsGeroski, Tijana  ; Jakovljevic, Djordje G; Filipovic, Nenad D  Article
21a+M21a+
2023OVERVIEW OF PHYSICS-INFORMED NEURAL NETWORKS APPLICATIONSFilipović, Nenad  ; Stojanović, Boban  ; Ivanović, Miloš  ; Milićević, Bogdan  Article
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2023Single cell 3’ transcriptome profilingMilivojević, Nevena  ; Prosenc Zmrzljak, Uršula; Ljujić, Biljana  ; Đorđević, Valentina  ; Gazdić Janković, Marina  ; Živanović, Marko  ; Puač, Feđa; Ivanović, Miloš  ; Filipović, Nenad  Conference Paper
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2023Its all about IFN‐λ4: Protective role of IFNL4 polymorphism against COVID‐19‐related pneumonia in femalesMatic, Sanja  ; Milovanovic, Dragan  ; Mijailovic, Zeljko; Djurdjevic, Predrag  ; Sazdanovic, Predrag; Stefanovic, Srdjan  ; Todorovic, Danijela  ; Popovic, Suzana  ; Vitosevic, Katarina  ; Vukicevic, Vladimir;
Vukic, Milena  ; Vukovic, Nenad  ; Milivojevic, Nevena  ; Zivanovic, Marko  ; Jakovljevic, Vladimir; Filipovic, Nenad  ; Djordjevic, Natasa  ; Baskic, Dejan  ;
Article
21a+M21a+
2023Application of Machine Learning Algorithms in Medical Data ProcessingGeroski, Tijana  ; Filipovic, Nenad  Conference Paper
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2023Comparison of data-driven and physics-informed neural networks for surrogate modelling of the huxley muscle modelMilicevic, Bogdan  ; Ivanovic, Milos  ; Stojanovic, Boban  ; Milosevic, Miljan  ; Simic, Vladimir  ; Kojic, Milos ; Filipovic, Nenad  Conference Paper
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2023Machine learning and physical based modeling for cardiac hypertrophyBogdan Milićević  ; Miljan Milošević  ; Vladimir Simić  ; Andrej Preveden  ; Lazar Velicki  ; Đorđe Jakovljević; Zoran Bosnić; Matej Pičulin; Bojan Žunkovič; Miloš Kojić;
Nenad Filipović  ;
Article
21M21
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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2023Using numerical modeling to analyze the behavior of cancer cells after diverse co-treatmentsDjukic, Tijana  ; Šeklić, Dragana  ; Jovanović, Milena  ; Živanović, Marko  ; Filipovic, Nenad  Conference Paper
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2023Numerical and Biological Modeling Approach in the Analysis of the Cancer Viability and ApoptosisVirijević, Katarina  ; Živanović, Marko  ; Janković, Gazdić Marina  ; Hamzagić, Ramović Amra; Milivojević, Nevena  ; Pecić, Katarina  ; Šeklić, Dragana  ; Jovanović, Milena  ; Kastratović, Nikolina  ; Mirić, Ana  ;
Đukić, Tijana  ; Petrović, Ivica  ; Jurišić, Vladimir  ; Ljujić, Biljana  ; Filipović, Nenad  ;
Other
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2023Simulation of blood flow through a patient-specific carotid bifurcation reconstructed using deep learning based segmentation of ultrasound imagesTijana Djukic  ; Milos Anic  ; Branko Gakovic; Smiljana Tomasevic  ; Branko Arsic  ; Igor Koncar  ; Nenad Filipovic  Conference Paper
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2023Cardiac hypertrophy simulations using parametric and echocardiography-based left ventricle model with shell finite elementsMilićević, Bogdan  ; Milošević, Miljan  ; Simić, Vladimir  ; Trifunović, Danijela  ; Stanković, Goran  ; Filipović, Nenad  ; Kojić, MilošArticle
21a+M21a+
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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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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2023Analysis of Drug Effects on Hypertrophic CardiomyopathyTomasevic, Smiljana  ; Milosevic, Miljan  ; Milicevic, Bogdan  ; Simic, Vladimir  ; Prodanovic, Momcilo  ; Mijailovic, Srboljub; 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
2023Comparison of Numerical Model with Experimental Measurements for the Purpose of Testing Partially and Fully Biodegradable StentsFilipovic, Nenad  Book parts
13documentMNO za elektrotehniku, telekomunikacije i informacione tehnologije (23.03.2023.)
M13
2023Analytically Computed Fractional Flow Reserve based on Coronary CT AngiographyMilovanovic A.  ; Isailovic, Velibor  ; Saveljic I.  ; Filipovic, Nenad  Conference Paper
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2023Agent Based with Finite Element Method for Plaque Progression in the Carotid ArteryFilipovic, Nenad  ; Tomasevic, Smiljana  ; Arsic, Branko  ; Anic, Milos  ; Djukic, Tijana  ; Koncar, Igor  Conference Paper
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2023Predicting Discus Hernia from MRI Images Using Deep Transfer LearningTijana Geroski  ; Ranković, Vesna  ; Milovanović, Vladimir  ; Kovačević, Vojin  ; Rasulić, Lukas  ; Filipović, Nenad  Conference Paper
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