Researchers



Results 21-36 of 36
Issue DateTitleAuthor(s)TypeМp-cat.
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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2022Patch-based Convolutional Neural Network for Atherosclerotic Carotid Plaque Semantic SegmentationDašić, Lazar  ; Radovanovic, Nikola ; Sustersic, Tijana  ; Blagojevic, Andjela  ; Benolić, Leo; Filipovic, Nenad  Article
23M23
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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2022Examination Of Gene Expression Of Molecular Mechanisms Of Migration, Apoptosis And Redox Status Of Colorectal Carcinoma CellsJelena Pavić  ; Marko Živanović  ; Katarina Virijević  ; Nikolina Kastratović  ; Ana Mirić  ; Tijana Šušteršič  ; Anđela Blagojević  ; Irena Tanasković  ; Nenad Filipović  Conference Paper
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2021Automatic evaluation of the lung condition of COVID-19 patients using X-ray images and convolutional neural networksLorencin I.; Šegota S.; Anðelic N.; Blagojević A.  ; Sustersic, Tijana  ; Protic A.; Arsenijević, Momir  ; Ćabov T.; Filipovic, Nenad  ; Car, ZlatanArticle
21aM21a
2021Application of artificial intelligence-based regression methods in the problem of covid-19 spread prediction: A systematic reviewMusulin J.; Šegota S.; Štifanić D.; Lorencin I.; Anđelić, Nikola; Sustersic, Tijana  ; Blagojević A.  ; Filipovic, Nenad  ; Ćabov T.; Markova-Car, ElitzaReviews
21M21
2021Epidemiological Predictive Modeling of COVID-19 Infection: Development, Testing, and Implementation on the Population of the Benelux UnionSustersic, Tijana  ; Blagojević A.  ; Cvetkovic, Danijela  ; Cvetkovic, Aleksandar  ; Lorencin I.; Baressi Šegota, Sandi; Milovanovic, Dragan  ; Baskić D.  ; Car, Zlatan; Filipovic, Nenad  Article
21aM21a
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  Conference Paper
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2021Artificial intelligence approach towards assessment of condition of COVID-19 patients - Identification of predictive biomarkers associated with severity of clinical condition and disease progressionBlagojević Anđela  ; Sustersic, Tijana  ; Lorencin Ivan; Šegota S.; Anđelić, Nikola; Milovanovic, Dragan  ; Baskić Danijela  ; Baskic, Dejan  ; Zdravković Petrović Nataša  ; Sazdanovic, Predrag  ;
Car, Zlatan; Filipovic, Nenad  ;
Article
21aM21a
2021Ultra sound image processing and 3D reconstruction of heart in patients with cardiomyopathySustersic, Tijana  ; Blagojevic, Andjela  ; Milicevic, Bogdan  ; Milosevic, Miljan  ; Simovic, Stefan  ; Filipovic, Nenad  Conference Paper
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2021Epidemiological forecasting of COVID-19 infection using deep learning approachBlagojević A.  ; Sustersic, Tijana  ; Filipovic, Nenad  Conference Paper
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2021Combined 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  ; Baskić, Danijela; Baskic, Dejan  ; Car, Zlatan; Filipovic, Nenad  Article
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2021Automated 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, ZlatanArticle
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2021Estimation of covid-19 epidemiology curve of the united states using genetic programming algorithmAnđelić, Nikola; Šegota, Sandi Baressi; Lorencin, Ivan; Jurilj, Zdravko; Šušteršič, Tijana  ; Blagojević, Anđela  ; Protić, Alen; Ćabov, Tomislav; Filipović, Nenad  ; Car, ZlatanArticle
21M21
2021Automatic Detection of Cardiomyopathy in Cardiac Left Ventricle Ultrasound ImagesŠušteršič, Tijana I.  ; Blagojević, Anđela S.  ; Stefan Simovic  ; Lazar Velicki  ; Nenad Filipovic  Conference Paper
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2020Automatic segmentation of lungs with pneumonia in X-ray images of patients with COVID-19Blagojević, Anđela S.  ; Šušteršič, Tijana I.  ; Nenad Filipovic  Conference Paper
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