Browsing by Author Blagojevic, Andjela

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PaperMissing.pdf.jpg2022Agent-Based Model and Simulation Of Atherosclerotic Plaque ProgressionBlagojevic, Andjela; Sustersic, Tijana; Filipovic, Nenad
PaperMissing.pdf.jpg2022Analysis 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
PaperMissing.pdf.jpg2022Application of Artificial Intelligence in Medicine: From Data to Personalised ModelsSustersic, Tijana; Blagojevic, Andjela; Filipovic, Nenad
10.3390-ijerph18084287.pdf.jpg2021Application of artificial intelligence-based regression methods in the problem of covid-19 spread prediction: A systematic reviewMusulin, Jelena; Baressi Šegota, Sandi; Štifanić D.; Lorencin, Ivan; Anđelić, Nikola; Sustersic, Tijana; Blagojevic, Andjela; Filipovic, Nenad; Ćabov T.; Markova-Car, Elitza
PaperMissing.pdf.jpg2022Artificial intelligence approach toward analysis of COVID-19 development—Personalized and epidemiological modelSustersic, Tijana; Blagojevic, Andjela
PaperMissing.pdf.jpg2021Artificial intelligence approach towards assessment of condition of COVID-19 patients - Identification of predictive biomarkers associated with severity of clinical condition and disease progressionBlagojevic, Andjela; Sustersic, Tijana; Lorencin, Ivan; Baressi Šegota, Sandi; Anđelić, Nikola; Milovanovic, Dragan; Baskić Danijela; Baskic, Dejan; Zdravković Petrović Nataša; Sazdanovic, Predrag; Car, Zlatan; Filipovic, Nenad
eai.4-5-2021.169582.pdf.jpg2021Automated Pipeline for Continual Data Gathering and Retraining of the Machine Learning-Based COVID-19 Spread ModelsBaressi Šegota, Sandi; Lorencin, Ivan; Andjelic, Nikola; Štifanić, Daniel; Musulin, Jelena; Vlahinic S.; Sustersic, Tijana; Blagojevic, Andjela; Car, Zlatan
78499d55-688a-44c0-8367-3c5b6ec9be12.pdf.jpg2021Automatic Detection of Cardiomyopathy in Cardiac Left Ventricle Ultrasound ImagesSustersic, Tijana; Blagojevic, Andjela; Simovic, Stefan; Velicki, Lazar; Filipovic, Nenad
10.3390-jpm11010028.pdf.jpg2021Automatic evaluation of the lung condition of COVID-19 patients using X-ray images and convolutional neural networksLorencin Ivan; Baressi Šegota, Sandi; Anðelic N.; Blagojevic, Andjela; Sustersic, Tijana; Protic A.; Arsenijević, Momir; Ćabov T.; Filipovic, Nenad; Car, Zlatan
PaperMissing.pdf.jpg2020Automatic segmentation of lungs with pneumonia in X-ray images of patients with COVID-19Blagojevic, Andjela; Sustersic, Tijana; Filipovic, Nenad
p8.pdf.jpg2022Carotid Artery Segmentation Using Convolutional Neural Network in Ultrasound ImagesRadovanovic, Nikola; Dašić, Lazar; Blagojevic, Andjela; Sustersic, Tijana; Filipovic, Nenad
eai.12-3-2021.169028.pdf.jpg2021Combined machine learning and finite element simulation approach towards personalized model for prognosis of COVID-19 disease development in patientsBlagojevic, Andjela; Sustersic, Tijana; Lorencin, Ivan; Baressi Šegota, Sandi; Milovanovic, Dragan; Baskic, Dejan; Filipovic, Nenad
PaperMissing.pdf.jpg2022Comparative Analysis of Patch-based and Full Image Methodology of Carotid Artery Plaque Semantic Segmentation in Ultrasound imagesDašić, Lazar; Blagojevic, Andjela; Sustersic, Tijana; Filipovic, Nenad
2022Coupled Machine Learning and Finite Element Analysis of Heart Left Ventricle in Patients with CardiomyopathySustersic, Tijana; Blagojevic, Andjela; Milicevic, Bogdan; Milosevic, Miljan; Filipovic, Nenad
2021Development of machine learning tool for segmentation and parameter extraction in cardiac left ventricle ultrasound images of patients with cardiomyopathySustersic, Tijana; Blagojevic, Andjela; Simovic, Stefan; Velicki, Lazar; Filipovic, Nenad
PaperMissing.pdf.jpg2021Epidemiological forecasting of COVID-19 infection using deep learning approachBlagojevic, Andjela; Sustersic, Tijana; Filipovic, Nenad
10.3389-fpubh.2021.727274.pdf.jpg2021Epidemiological Predictive Modeling of COVID-19 Infection: Development, Testing, and Implementation on the Population of the Benelux UnionSustersic, Tijana; Blagojevic, Andjela; Cvetkovic, Danijela; Cvetkovic, Aleksandar; Lorencin, Ivan; Baressi Šegota, Sandi; Milovanovic, Dragan; Baskić D.; Car, Zlatan; Filipovic, Nenad
2021Epidemiological predictive modelling of COVID-19 spreadSustersic, Tijana; Blagojevic, Andjela; Cvetkovic, Danijela; Cvetković, Aleksandar; Lorencin, Ivan; Baressi Šegota, Sandi; Car, Zlatan; Filipovic, Nenad
10.3390-ijerph18030959.pdf.jpg2021Estimation of covid-19 epidemiology curve of the united states using genetic programming algorithmAnđelić, Nikola; Baressi Šegota, Sandi; Lorencin, Ivan; Jurilj Z.; Sustersic, Tijana; Blagojevic, Andjela; Protic A.; Ćabov T.; Filipovic, Nenad; Car, Zlatan
2022Mathematical Modeling of Covid-19 Spread Using Genetic Programming AlgorithmBenolić, Leo; Blagojevic, Andjela; Sustersic, Tijana; Car, Zlatan; Filipovic, Nenad