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Baressi Šegota, Sandi ; Blagojević, Anđela ; Šušteršić, Tijana ; Musulin, Jelena ; Štifanić, Daniel ; Glučina, Matko ; Lorencin, Ivan ; Anđelić, Nikola ; Filipović, Nenad ; Car, Zlatan
Country-level factor influence on COVID-19 excess mortality rates determined using Random Forest algorithm // Ri-STEM-2022 - proceedings / Baressi Šegota, Sandi ; Lorencin, Ivan ; Anđelić, Nikola et al. (ur.). Rijeka: Studentski zbor Sveučilišta u Rijeci ; Tehnički fakultet Rijeka ; Riteh AI and Robotics Group, 2022. str. 16-18 |
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Benolić, Leo ; Blagojević, Anđela ; Šušteršič, Tijana ; Car, Zlatan ; Filipović, Nenad
Mathematical modeling of COVID-19 spread using genetic programming algorithm // 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI) - book of abstracts / Filipović, Nenad (ur.). Kragujevac: Univerzitet u Kragujevcu, 2022 |
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Blagojević, Anđela ; Šušteršič, Tijana ; Lorencin, Ivan ; Baressi Šegota, Sandi ; Anđelić, Nikola ; Milovanović, Dragan ; Baskić, Dejan ; Car, Zlatan ; Filipović, Nenad
Analysis of COVID-19 disease using machine learning - personalized model // 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI) - book of abstracts / Filipović, Nenad (ur.). Kragujevac: Univerzitet u Kragujevcu, 2022 |
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Blagojević, Anđela ; Šušteršič, Tijana ; Lorencin, Ivan ; Baressi Šegota, Sandi ; Milovanović, Dragan ; Baskić, Danijela ; Baskić, Dejan ; Car, Zlatan ; Filipović, Nenad ; Zdravković, Nataša et al.
COVID-19 disease severity prediction model based on blood biomarkers: a machine learning approach // 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI) - book of abstracts / Filipović, Nenad (ur.). Kragujevac: Univerzitet u Kragujevcu, 2022 |
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Musulin, Jelena ; Baressi Šegota, Sandi ; Štifanić, Daniel ; Lorencin, Ivan ; Anđelić, Nikola ; Šušteršič, Tijana ; Blagojević, Anđela ; Filipović, Nenad ; Ćabov, Tomislav ; Markova-Car, Elitza
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, 18 (2021), 8; 4287, 39. doi: 10.3390/ijerph18084287 |
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Lorencin, Ivan ; Baressi Šegota, Sandi ; Anđelić, Nikola ; Blagojević, Anđela ; Šušteršič, Tijana ; Protić, Alen ; Arsenijević, Miloš ; Ćabov, Tomislav ; Filipović, Nenad ; Car, Zlatan
Automatic Evaluation of the Lung Condition of COVID-19 Patients Using X-ray Images and Convolutional Neural Networks // Journal of personalized medicine, 11 (2021), 1; 28, 31. doi: 10.3390/jpm11010028 |
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Štifanić, Daniel ; Musulin, Jelena ; Jurilj, Zdravko ; Baressi Šegota, Sandi ; Lorencin, Ivan ; Anđelić, Nikola ; Vlahinić, Saša ; Šušteršič, Tijana ; Blagojević, Anđela ; Filipović, Nenad et al.
Semantic segmentation of chest X-ray images based on the severity of COVID-19 infected patients // EAI endorsed transactions on bioengineering and bioinformatics, 21 (2021), 3; e3, 8. doi: 10.4108/eai.7-7-2021.170287 |
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Blagojević, Anđela ; Šušteršič, Tijana ; Lorencin, Ivan ; Baressi Šegota, Sandi ; Milovanović, Dragan ; Baskić, Danijela ; Baskić, Dejan ; Car, Zlatan ; Filipović, Nenad
Combined machine learning and finite element simulation approach towards personalized model for prognosis of COVID-19 disease development in patients // EAI endorsed transactions on bioengineering and bioinformatics, 21 (2021), 2; e6, 10. doi: 10.4108/eai.12-3-2021.169028 |
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Blagojević, Anđela ; Šušteršič, Tijana ; Lorencin, Ivan ; Baressi Šegota, Sandi ; Anđelić, Nikola ; Milovanović, Dragan ; Baskić, Danijela ; Baskić, Dejan ; Petrović Zdravković, Nataša ; Sazdanović, Predrag et al.
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, 138 (2021), 104869, 11. doi: 10.1016/j.compbiomed.2021.104869 |
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Šušteršič, Tijana ; Blagojević, Andjela ; Cvetković, Danijela ; Cvetković, Aleksandar ; Lorencin, Ivan ; Baressi Šegota, Sandi ; Car, Zlatan ; Filipović, Nenad
Epidemiological Predictive Modelling of COVID-19 Spread // 8th International Congress of Serbian Society of Mechanics
Kragujevac, Srbija, 28.07.2021-30.07.2021 |
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