Browsing by Author Geroski, Tijana

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PreviewIssue DateTitleAuthor(s)
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
5310-PB21-7242-R3.pdf.jpg2019Big Data and machine learning: new frontier in lung cancer careFilipovic, Nenad; Sustersic, Tijana; Vulović, Aleksandra; Tsuda A.
p8.pdf.jpg2022Carotid Artery Segmentation Using Convolutional Neural Network in Ultrasound ImagesRadovanovic, Nikola; Dašić, Lazar; Blagojevic, Andjela; Sustersic, Tijana; Filipovic, Nenad
eai.12-3-2021.169028.pdf.jpg2021Combined machine learning and finite element simulation approach towards personalized model for prognosis of COVID-19 disease development in patientsBlagojevic, Andjela; Sustersic, Tijana; Lorencin, Ivan; Baressi Šegota, Sandi; Milovanovic, Dragan; Baskic, Dejan; Filipovic, Nenad
PaperMissing.pdf.jpg2022Comparative Analysis of Patch-based and Full Image Methodology of Carotid Artery Plaque Semantic Segmentation in Ultrasound imagesDašić, Lazar; Blagojevic, Andjela; Sustersic, Tijana; Filipovic, Nenad
PaperMissing.pdf.jpg2021Comparative Assessment of Computational vs. In Vitro Methods for the Estimation of Dry Powders for Inhalation Emitted FractionIgnjatović, Jelisaveta; Sustersic, Tijana; Cvijic, Sandra; Bodić, Aleksandar; Djuris, Jelena; Ibric, Svetlana; Filipovic, Nenad
10.3390-pharmaceutics13111831.pdf.jpg2021Comparative assessment of in vitro and in silico methods for aerodynamic characterization of powders for inhalationIgnjatović, Jelisaveta; Sustersic, Tijana; Bodić, Aleksandar; Cvijic, Sandra; Ðuriš Jelena; Rossi, Alessandra; Dobričić, Vladimir; Ibric, Svetlana; Filipovic, Nenad
eai.10-1-2018.153550.pdf.jpg2018Comparison of Different Neural Network Training Algorithms with Application to Face Recognition ProblemVulović, Aleksandra; Sustersic, Tijana; Peulic, Aleksandar; Filipovic, Nenad; Rankovic, Vesna
1820-65301401036S.pdf.jpg2014Comparison of the pressure gradients obtained by calculation with the pressure gradients obtained by catheterization in patients with aortic valve stenosisSustersic, Tijana; Savić, Slobodan; Sustersic, Vanja
PaperMissing.pdf.jpg2022Computational Modelling and Machine Learning Based Image Processing in Spine ResearchSustersic, Tijana; Kovacevic, Vojin; Rankovic, Vesna; Rasulic, Lukas; Filipovic, Nenad