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Browsing by Author Geroski, Tijana

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Issue DateTitleAuthor(s)TypeМ-cat.
20233D Printing Technology in Cranioplasty: Case Study (✓)Tijana Geroski  ; Nikolić, Dalibor  ; Kovačević, Vojin  ; Filipović, Nenad  Conference Paper
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2020A comparison of classifiers in biomedical signal processing as a decision support system in disc hernia diagnosisŠušteršič, Tijana  ; Milovanović, Vladimir  ; Ranković, Vesna  ; Filipović, Nenad  Article
21M21
2022A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images (✓)Šušteršič, Tijana  ; Ranković, Vesna  ; Milovanović, Vladimir  ; Kovačević, Vojin  ; Rasulić, Lukas  ; Filipović, Nenad  Article
21aM21a
2023A Fully Automated Approach to Preprocessing and Segmentation of Coronary Arteries in X-ray Angiography Images (✓)Pavić, Ognjen  ; Dašić, Lazar  ; Geroski, Tijana  ; Filipović, Nenad  Conference Paper
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2020A Noninvasive Assistant System in Diagnosis of Lumbar Disc HerniationPeulić, Miodrag  ; Joković, Miloš; Sustersić, Tijana  ; Peulić, Aleksandar  Article
22M22
2022Agent-Based Model and Simulation Of Atherosclerotic Plaque ProgressionBlagojevic, Andjela  ; Sustersic, Tijana  ; Filipovic, Nenad  Conference Paper
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2020An Early Disc Herniation Identification System for Advancement in the Standard Medical Screening Procedure Based on Bayes TheoremSustersić, Tijana  ; Ranković, Vesna  ; Peulić, Miodrag  ; Peulić, Aleksandar  Article
21aM21a
2021An early stage researcher's primer on systems medicine terminology. Network and systems medicineZanin M.; Aitya N. A.; Basilio J.; Baumbach J.; Benis A.; Behera C. K.; Sustersic, Tijana  ; Schmidt H. H.Article
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2021An In-Silico Corrosion Model for Biomedical Applications for Coupling With In-Vitro Biocompatibility Tests for Estimation of Long-Term Effects (✓)Sustersic, Tijana  ; Simsek G.; Yapici, Guney; Nikolic Milica  ; Vulovic R.  ; Filipovic, Nenad  ; Vrana, Nihal EnginArticle
21M21
2023An Unsupervised Image Segmentation Workflow for Extraction of Left Coronary Artery from X-ray Coronary Angiography (✓)Lazar Dašić  ; Ognjen Pavić  ; Tijana Geroski  ; Nenad Filipović  Conference Paper
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2022Analysis 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  Conference Paper
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2015Application of active contours method in assessment of optimal approach trajectory to brain tumor (✓)Šušteršič, Tijana  ; Peulić, Miodrag  ; Filipović, Nenad  ; Peulić, Aleksandar  Conference Paper
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2022Application of Artificial Intelligence Algorithms In Biomedical Image ProcessingSustersic, Tijana  Conference Paper
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2022Application of Artificial Intelligence in Medicine: From Data to Personalised ModelsSustersic, Tijana  ; Blagojevic, Andjela  ; Filipovic, Nenad  Conference Paper
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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
2023Application of Ensemble Machine Learning for Classification Problems on Very Small Datasets (✓)Ognjen Pavić  ; Lazar Dašić  ; Tijana Geroski  ; Marijana Stanojević Pirković; Aleksandar Milovanović  ; Nenad Filipović  Conference Paper
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2023Application of Machine Learning Algorithms in Medical Data Processing (✓)Geroski, Tijana  ; Filipovic, Nenad  Conference Paper
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2022Artificial intelligence approach toward analysis of COVID-19 development—Personalized and epidemiological modelSustersic, Tijana  ; Blagojević A.  Book parts
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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 progression (✓)Blagojević 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
21M21
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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