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Research outputs

Bridging the Gap: Physics-Driven Deep Learning for Heat Transfer Model of the Heart Tissue   [2024]

Geroski, Tijana  ; Pavić, Ognjen  ; Dašić, Lazar  ; Filipović, Nenad  

Machine Learning Model for Prediction of Indicative Water Parameters on the Danube River Based on Satellite Data   [2024]

Ilić, Velibor  ; Stojković, Milan  ; Dodevska, Zorica  ; Ilić, Slobodan  

Robustness Evaluation of Pre-trained vs. Fine-Tuned Computer Vision Models for Score Detection in Dynamic Sports Environments   [2024]

Ivačko, Nikola  ; Ćirić, Ivan  ; Dimitrijević, Nikola  ; Mitić, Dimitrije; Milošević, Maša  ; Kitić, Ana  ; Krstić, Dušan

Automation and Orchestration of Hardware-in-the-Loop Testing Processes   [2024]

Mijatov, Vanja  ; Ivanovic Mijatov, Bojana  ; Milosavljevic, Branko  

A New Approach for an Efficient Relational to Document-Oriented Database Migration   [2024]

Vučinić, Milica ; Tomić, Miroslav  ; Vještica, Marko  ; Čeliković, Milan  ; Luković, Ivan  ; Kordić, Slavica  

Comparative Analysis of Traditional and Large Language Models for Sentiment Analysis in the Serbian Language   [2024]

Đorđević, Nikola  ; Stojković, Suzana  

Risk and Conformity Assessment Platform for Supply Chains   [2024]

Boberić-Krstićev Danijela  ; Eleni Maria Kalogeraki; Karagiorgou Sophia

Deep Learning Models for Metal Surface Defect Detection   [2024]

Despenić, Nikola  ; Zdravković, Milan  ; Madić, Miloš  

Simulation of Atherosclerosis Progression Within Patient-Specific Carotid Artery   [2024]

Tomasevic, Smiljana  ; Djukic, Tijana  ; Anic, Milos  ; Arsic, Branko  ; Saveljic, Igor  ; Gakovic, Branko; Koncar, Igor  ; Filipovic, Nenad  

Comparison of Different Convolutional Neural Networks Utilizing Transfer Learning for Pneumothorax Segmentation from Whole Chest X-Ray Images and Extracted Patches   [2024]

Dašić, Lazar  ; Pavić, Ognjen  ; Geroski, Tijana  ; Vasković Jovanović, Mina  ; Filipović, Nenad  

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