Browsing by Author Geroski, Tijana

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PreviewIssue DateTitleAuthor(s)
PaperMissing.pdf.jpg2020A comparison of classifiers in biomedical signal processing as a decision support system in disc hernia diagnosisSustersic, Tijana; Milovanović, Vladimir; Rankovic, Vesna; Filipovic, Nenad
PaperMissing.pdf.jpg2022A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance ImagesSustersic, Tijana; Rankovic, Vesna; Milovanović, Vladimir; Kovacevic, Vojin; Rasulić L.; Filipovic, Nenad
PaperMissing.pdf.jpg2020A Noninvasive Assistant System in Diagnosis of Lumbar Disc HerniationPeulic, Miodrag; Joković M.; Sustersic, Tijana; Peulic, Aleksandar
PaperMissing.pdf.jpg2022Agent-Based Model and Simulation Of Atherosclerotic Plaque ProgressionBlagojevic, Andjela; Sustersic, Tijana; Filipovic, Nenad
PaperMissing.pdf.jpg2020An Early Disc Herniation Identification System for Advancement in the Standard Medical Screening Procedure Based on Bayes TheoremSustersic, Tijana; Rankovic, Vesna; Peulic, Miodrag; Peulic, Aleksandar
nsm.2020.0003.pdf.jpg2021An 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.
fbioe-09-718026.pdf.jpg2021An In-Silico Corrosion Model for Biomedical Applications for Coupling With In-Vitro Biocompatibility Tests for Estimation of Long-Term EffectsSustersic, Tijana; Simsek G.; Yapici, Guney; Nikolic, Milica; Vulovic R.; Filipovic, Nenad; Vrana, Nihal Engin
PaperMissing.pdf.jpg2022Analysis 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
PaperMissing.pdf.jpg2015Application of active contours method in assessment of optimal approach trajectory to brain tumorSustersic, Tijana; Peulic, Miodrag; Filipovic, Nenad; Peulic, Aleksandar
IYBSSD 2022_WCBSSD_Report_1.pdf.jpg2022Application of Artificial Intelligence Algorithms In Biomedical Image ProcessingSustersic, Tijana
PaperMissing.pdf.jpg2022Application of Artificial Intelligence in Medicine: From Data to Personalised ModelsSustersic, Tijana; Blagojevic, Andjela; Filipovic, Nenad
10.3390-ijerph18084287.pdf.jpg2021Application of artificial intelligence-based regression methods in the problem of covid-19 spread prediction: A systematic reviewMusulin, Jelena; Baressi Šegota, Sandi; Štifanić D.; Lorencin, Ivan; Anđelić, Nikola; Sustersic, Tijana; Blagojevic, Andjela; Filipovic, Nenad; Ćabov T.; Markova-Car, Elitza
2nd-ICCBIKG- str 379-381.pdf.jpg2023Application of Machine Learning Algorithms in Medical Data ProcessingGeroski, Tijana; Filipovic, Nenad
PaperMissing.pdf.jpg2022Artificial intelligence approach toward analysis of COVID-19 development—Personalized and epidemiological modelSustersic, Tijana; Blagojevic, Andjela
PaperMissing.pdf.jpg2021Artificial intelligence approach towards assessment of condition of COVID-19 patients - Identification of predictive biomarkers associated with severity of clinical condition and disease progressionBlagojevic, 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
eai.4-5-2021.169582.pdf.jpg2021Automated 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, Zlatan
78499d55-688a-44c0-8367-3c5b6ec9be12.pdf.jpg2021Automatic Detection of Cardiomyopathy in Cardiac Left Ventricle Ultrasound ImagesSustersic, Tijana; Blagojevic, Andjela; Simovic, Stefan; Velicki, Lazar; Filipovic, Nenad
10.3390-jpm11010028.pdf.jpg2021Automatic evaluation of the lung condition of COVID-19 patients using X-ray images and convolutional neural networksLorencin Ivan; Baressi Šegota, Sandi; Anðelic N.; Blagojevic, Andjela; Sustersic, Tijana; Protic A.; Arsenijević, Momir; Ćabov T.; Filipovic, Nenad; Car, Zlatan
PaperMissing.pdf.jpg2020Automatic segmentation of lungs with pneumonia in X-ray images of patients with COVID-19Blagojevic, Andjela; Sustersic, Tijana; Filipovic, Nenad
PaperMissing.pdf.jpg2018Automatic Sleep Apnea/Hypopnea Detection based on Nasal Airflow SignalSustersic, Tijana; Vulović, Aleksandra; Cekerevac, Ivan; Susa R.; Baumann S.; Zisaki A.; Braojos R.; Rincon F.; Murali S.; Filipovic, Nenad