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article
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1. Lorencin Ivan, Baressi Šegota Sandi, Anðelic N., Blagojevic Andjela, Sustersic Tijana, Protic A., Arsenijević Momir, Ćabov T., Filipovic Nenad, Car Zlatan, Automatic evaluation of the lung condition of COVID-19 patients using X-ray images and convolutional neural networks, null, 10.3390/jpm11010028 10.3390-jpm11010028.pdf
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2. Anđelić Nikola, Baressi Šegota Sandi, Lorencin Ivan, Jurilj Z., Sustersic Tijana, Blagojevic Andjela, Protic A., Ćabov T., Filipovic Nenad, Car Zlatan, Estimation of covid-19 epidemiology curve of the united states using genetic programming algorithm, null, 10.3390/ijerph18030959 (ISSN 1661-7827) 10.3390-ijerph18030959.pdf
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3. Blagojevic Andjela, Sustersic Tijana, Lorencin Ivan, Baressi Šegota Sandi, Milovanovic Dragan, Baskic Dejan, Filipovic Nenad, Combined machine learning and finite element simulation approach towards personalized model for prognosis of COVID-19 disease development in patients, null, http://dx.doi.org/10.4108/eai.12-3-2021.169028 eai.12-3-2021.169028.pdf
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4. Blagojevic 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, Artificial intelligence approach towards assessment of condition of COVID-19 patients - Identification of predictive biomarkers associated with severity of clinical condition and disease progression, null, 10.1016/j.compbiomed.2021.104869 (ISSN 0010-4825)
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5. Sustersic Tijana, Blagojevic Andjela, Cvetkovic Danijela, Cvetkovic Aleksandar, Lorencin Ivan, Baressi Šegota Sandi, Milovanovic Dragan, Baskić D., Car Zlatan, Filipovic Nenad, Epidemiological Predictive Modeling of COVID-19 Infection: Development, Testing, and Implementation on the Population of the Benelux Union, null, 10.3389/fpubh.2021.727274 10.3389-fpubh.2021.727274.pdf
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6. Baressi Šegota Sandi, Lorencin Ivan, Andjelic Nikola, Štifanić Daniel, Musulin Jelena, Vlahinic S., Sustersic Tijana, Blagojevic Andjela, Car Zlatan, Automated Pipeline for Continual Data Gathering and Retraining of the Machine Learning-Based COVID-19 Spread Models, null, http://dx.doi.org/10.4108/eai.4-5-2021.169582 eai.4-5-2021.169582.pdf
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7. Dašić Lazar, Radovanovic Nikola, Sustersic Tijana, Blagojevic Andjela, Benolić Leo, Filipovic Nenad, Patch-based Convolutional Neural Network for Atherosclerotic Carotid Plaque Semantic Segmentation, null (ISSN 1820 – 4503) p10.pdf
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8. Radovanovic Nikola, Dašić Lazar, Blagojevic Andjela, Sustersic Tijana, Filipovic Nenad, Carotid Artery Segmentation Using Convolutional Neural Network in Ultrasound Images, null (ISSN 1820 – 4503) p8.pdf
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bookPart
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1. Sustersic Tijana, Blagojevic Andjela, Artificial intelligence approach toward analysis of COVID-19 development—Personalized and epidemiological model, null, 10.1016/B978-0-12-823956-8.00013-4 (ISSN -)
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review
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1. Musulin Jelena, Baressi Šegota Sandi, Štifanić D., Lorencin Ivan, Anđelić Nikola, Sustersic Tijana, Blagojevic Andjela, Filipovic Nenad, Ćabov T., Markova-Car Elitza, Application of artificial intelligence-based regression methods in the problem of covid-19 spread prediction: A systematic review, null, 10.3390/ijerph18084287 (ISSN 1661-7827) 10.3390-ijerph18084287.pdf
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conferenceObject
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1. Blagojevic Andjela, Sustersic Tijana, Filipovic Nenad, Automatic segmentation of lungs with pneumonia in X-ray images of patients with COVID-19, null
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2. Blagojevic Andjela, Sustersic Tijana, Filipovic Nenad, Epidemiological forecasting of COVID-19 infection using deep learning approach, null, 10.1109/BIBE52308.2021.9635289 (ISSN -)
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3. Sustersic Tijana, Blagojevic Andjela, Simovic Stefan, Velicki Lazar, Filipovic Nenad, Automatic Detection of Cardiomyopathy in Cardiac Left Ventricle Ultrasound Images, null (ISSN 2738-1447) 78499d55-688a-44c0-8367-3c5b6ec9be12.pdf
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4. Sustersic Tijana, Blagojevic Andjela, Simovic Stefan, Velicki Lazar, Filipovic Nenad, Development of machine learning tool for segmentation and parameter extraction in cardiac left ventricle ultrasound images of patients with cardiomyopathy, null
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5. Sustersic Tijana, Blagojevic Andjela, Milicevic Bogdan, Milosevic Miljan, Simovic Stefan, Filipovic Nenad, Ultrasound image processing and 3D reconstruction of heart in patients with cardiomyopathy, null
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6. Sustersic Tijana, Blagojevic Andjela, Cvetkovic Danijela, Cvetković Aleksandar, Lorencin Ivan, Baressi Šegota Sandi, Car Zlatan, Filipovic Nenad, Epidemiological predictive modelling of COVID-19 spread, null
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7. Blagojevic Andjela, Sustersic Tijana, Filipovic Nenad, Agent-Based Model and Simulation Of Atherosclerotic Plaque Progression, null
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8. Benolić Leo, Blagojevic Andjela, Sustersic Tijana, Car Zlatan, Filipovic Nenad, Mathematical Modeling of Covid-19 Spread Using Genetic Programming Algorithm, null
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9. Sustersic Tijana, Blagojevic Andjela, Milicevic Bogdan, Milosevic Miljan, Filipovic Nenad, Coupled Machine Learning and Finite Element Analysis of Heart Left Ventricle in Patients with Cardiomyopathy, null
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10. Sustersic Tijana, Blagojevic Andjela, Milicevic Bogdan, Milosevic Miljan, Filipovic Nenad, Towards Fully Automated 3D Reconstruction of Heart - Segmentation and Parametric Heart Model of Patients with Cardiomyopathy, null
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11. Dašić Lazar, Blagojevic Andjela, Sustersic Tijana, Filipovic Nenad, Comparative Analysis of Patch-based and Full Image Methodology of Carotid Artery Plaque Semantic Segmentation in Ultrasound images, null
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12. Blagojevic Andjela, Sustersic Tijana, Filipovic Nenad, Simulation of Atherosclerotic Plaque Development using Agent-based Modelling, null
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13. Sustersic Tijana, Blagojevic Andjela, Filipovic Nenad, Application of Artificial Intelligence in Medicine: From Data to Personalised Models, null
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14. Blagojevic Andjela, Sustersic Tijana, Lorencin Ivan, Baressi Šegota Sandi, Andjelic Nikola, Milovanovic Dragan, Baskic Dejan, Car Zlatan, Filipovic Nenad, Analysis of Covid-19 Disease Using Machine Learning - Personalized Model, null
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15. Filipovic Nenad, Tomasevic Smiljana, Blagojevic Andjela, Arsić Branko, Anic Milos, Djukic Tijana, Modeling of Plaque Progression in the Carotid Artery Using Coupled Agent Based with Finite Element Method, null, 10.1109/BHI56158.2022.9926817 (ISSN -)
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