FACULTY OF ENGINEERING KRAGUJEVAC
UNIVERSITY KRAGUJEVAC
CURRICULUM VITAE
Anđela Blagojević

GENERAL INFORMATION
First and last nameAnđela Blagojević
Year and place of birthKragujevac, 1996.
PositionResearch prentice
E-mailandjela.blagojevic@kg.ac.rs
Education-scientific / education–art fieldTechnical Sciences
University, faculty, organizational unitFaculty of Engineering, University of Kragujevac
Field and closer specialtyApplied Informatics and Computer Science

EDUCATION – DIPLOMAS
BACHELOR STUDIES
Year2019
PlaceKragujevac
InstitutionFaculty of engineering, University of Kragujevac
HeadlineImplementation and application of 1D convolutional neural networks
FieldArtificial intelligence
MSC THESIS
Year2020
PlaceKragujevac
InstitutionFaculty of engineering, University of Kragujevac
HeadlineFace detection and recognition in videos and images
FieldDecision support systems

PROFESSIONAL BIOGRAPHY - IMPROVEMENTS
YearInstitutionDuration
2019Program Seeds for the Future, Huawei, China15 days
2022Visiting researcher in University of Ioannina, Greece30 days

AWARDS AND RECOGNITIONS
YearName of award/recognition
2021Best student paper award on The 21st IEEE International Conference on BioInformatics and BioEngineering (BIBE 2021)

RESULTS OF SCIENTIFIC AND RESEARCH WORK
Papers published in international scientific journals
  1. Anđelić N., Baressi Šegota S., Lorencin I., Jurilj Z., Šušteršič T., Blagojević A., ... & Car Z., Estimation of COVID-19 Epidemiology Curve of the United States Using Genetic Programming Algorithm, International Journal of Environmental Research and Public Health, Vol.18, No.3, pp. 959, ISSN 1660-4601, Doi https://doi.org/10.3390/ijerph18030959, 2021
  2. Blagojević, A., Šušteršič, T., Lorencin, I., Baressi Šegota, S., Anđelić, N., Milovanović, D., Baskić, D., Baskić, D., Zdravković Petrović, N., Sazdanović, P., Car, Z., Filipović, N., Artificial intelligence approach towards assessment of condition of COVID-19 patients – Identification of predictive biomarkers associated with severity of clinical condition and disease progression, Computers in Biology and Medicine, Vol.138, No./, pp. 104869, ISSN 0010-4825, Doi 10.1016/j.compbiomed.2021.104869., 2021
  3. Lorencin I., Baressi Šegota S., Anđelić N., Blagojević A.,Šušteršič T., Protić A., Arsenijević M., Ćabov T., Filipović N., Car Z., Automatic Evaluation of the Lung Condition of COVID-19 Patients Using X-ray Images and Convolutional Neural Networks, Journal of Personalized Medicine, impact factor: 4.433, Vol.11, No.1, pp. 28, ISSN 2075-4426, Doi 10.3390/jpm11010028, 2021
  4. Musulin J., Baressi Šegota S., Štifanić D., Lorencin I., Anđelić N., Šušteršič T., Blagojević A., ... & Markova-Car E., Application of Artificial Intelligence-Based Regression Methods in the Problem of COVID-19 Spread Prediction: A Systematic Review, International Journal of Environmental Research and Public Health, Vol.18, No.8, pp. 4287, ISSN 1660-4601, Doi https://doi.org/10.3390/ijerph18084287, 2021
  5. Šušteršič T., Blagojević A., Cvetković D., Cvetković A., Lorencin I., Baressi Šegota S., Milovanović D., Baskić D., Car Z., Filipović N., Epidemiological Predictive Modeling of COVID-19 Infection: Development, Testing, and Implementation on the Population of the Benelux Union, Frontiers in Public Health, Vol.9, No.-, pp. 1567, ISSN 22962565, Doi https://doi.org/10.3389/fpubh.2021.727274, 2021
  6. Dašić L., Radovanović N., Šušteršič T., Blagojević A., Benolić L., Filipović N., Patch-based Convolutional Neural Network for Atherosclerotic Carotid Plaque Semantic Segmentation, IPSI Transactions on Internet Research, Vol.19, No.1, pp. 57-62, ISSN 1820-4503, 2022
  7. Radovanović N., Dašić L., Blagojević A., Šušteršič T., Filipović N., Carotid Artery Segmentation Using Convolutional Neural Network in Ultrasound Images, IPSI Transactions on Internet Research, Vol.19, No.1, pp. 45-50, ISSN 1820-4503, 2022
Papers presented at international conferences
  1. Blagojević A., Šušteršič T., Filipović N., Epidemiological forecasting of COVID-19 infection using deep learning approach, The 21st IEEE International Conference on BioInformatics and BioEngineering (BIBE 2021), Kragujevac, Serbia, 2021, 25-27 October
  2. Šušteršič T., Blagojević A., Cvetković D., Cvetković A., Lorencin I., Šegota S., Car Z., Filipović N., Epidemiological predictive modelling of COVID-19 spread, 8th Interantional Congress of Serbian Society of Mechanics, Kragujevac, Serbia, 2021, June 28-30, pp. 413-414
  3. Sustersic T., Blagojevic A., Simovic S., Velicki L., Filipovic N., Automatic Detection of Cardiomyopathy in Cardiac Left Ventricle Ultrasound Images, 11th International Conference on Information Society and Technology (ICIST), Kopaonik, Srbija, 2021, 7. Mar - 11. Apr
  4. Blagojevic A., Sustersic T., Filipovic N., Automatic segmentation of lungs with pneumonia in X-ray images of patients with COVID-19, YOUng ResearcherS Conference 2020, YOURS 2020, Virtual conference, 2020, 28. Sep, pp. 27, ISBN 978‐86‐84231‐50‐7
  5. Šušteršič T., Blagojević A., Simović S., Velicki L., Filpović N., Development of machine learning tool for segmentation and parameter extraction in cardiac left ventricle ultrasound images of patients with cardiomyopathy, 17th International Symposium on Computer Methods in Biomechanics and Biomedical Engineering and 5th Conference on Imaging and Visualization (CMBBE2021), Bonn, Germany, 2021, September 9, pp. 207