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Browsing by Author Pavić, Ognjen

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PreviewIssue DateTitleAuthor(s)
2023Application of Ensemble Machine Learning for Classification Problems on Very Small DatasetsPavić, Ognjen; Dašić, Lazar; Geroski, Tijana; Stanojevic Pirkovic, Marijana; Milovanovic A.; Filipovic, Nenad
2025APPLICATION OF PAK SOFTWARE FOR THE CALCULATION OF vFFR IN CORONARY ARTERIESDjukic, Tijana; Pavić, Ognjen; Dašić, Lazar; Geroski, Tijana; Filipovic, Nenad
Manuscript - TDj - proceedings.pdf.jpg2024Automatization of 3D reconstruction of coronary arteries from angiography projections using AI-enhanced segmentation techniquesDjukic, Tijana; Pavić, Ognjen; Dašić, Lazar; Geroski, Tijana; Filipovic, Nenad
2024Bridging the Gap: Physics-Driven Deep Learning for Heat Transfer ModelGeroski, Tijana; Pavić, Ognjen; Dašić, Lazar; Filipovic, Nenad
2025Cardiac Segmentation Using UNETR: A Transformer Based Deep Learning Approach on the ACDC DatasetGeroski, Tijana; Pavić, Ognjen; Dašić, Lazar; Amini, Amir; Filipovic, Nenad
Dasic_SoftLungX.pdf.jpg2024Comparison of Different Convolutional Neural Networks Utilizing Transfer Learning for Pneumothorax Segmentation from Whole Chest X-Ray Images and Extracted PatchesDašić, Lazar; Pavić, Ognjen; Geroski, Tijana; Vaskovic Jovanovic, Mina; Filipovic, Nenad
2023Convolutional Neural Network for Atherosclerotic Plaque Multiclass Semantic Image Segmentation in Transverse Ultrasound Images of Carotid ArteryDašić, Lazar; Pavić, Ognjen; Blagojevic, Andjela; Geroski, Tijana; Filipovic, Nenad
2025Development of Convolutional Neural Network for Classification of Heart Sounds Utilizing Mel-Frequency Cepstral CoefficientsDašić, Lazar; Geroski, Tijana; Pavić, Ognjen; Filipovic, Nenad
2025Enhancing COVID-19 disease severity classification through advanced transfer learning techniques and optimal weight initialization schemesGeroski, Tijana; Rankovic, Vesna; Pavić, Ognjen; Dašić, Lazar; Petrović, Marina; Milovanovic, Dragan; Filipovic, Nenad
2023Ensemble machine learning as an approach for improvement of classification on very small datasetsPavić, Ognjen; Dašić, Lazar; Geroski, Tijana; Stanojevic Pirkovic, Marijana; Filipovic, Nenad
2025Evaluating the Potential of Vocal Features as Non-Invasive Biomarkers for Heart FailureGeroski, Tijana; Dašić, Lazar; Blagojevic, Andjela; Pavić, Ognjen; Filipovic, Nenad
2025Evaluation of Medical Biomarkers in Machine Learning Models for Classification of Heart Failure with Preserved and Reduced Ejection FractionDašić, Lazar; Geroski, Tijana; Pavić, Ognjen; Bajić, Bojana; Kamenko, Ilija; Filipovic, Nenad
2024Extraction of Vocal Features as Biomarkers for Heart Failure DiagnosisGeroski, Tijana; Pavić, Ognjen; Dašić, Lazar; Filipovic, Nenad
2023Filter-based Image Processing of Coronary Angiography Imaging Data of the Left Coronary ArteryDašić, Lazar; Pavić, Ognjen; Geroski, Tijana; Filipovic, Nenad
diagnostics-13-03349.pdf.jpg2023Fractional Flow Reserve-Based Patient Risk ClassificationStanojević Pirković, Marijana; Pavić, Ognjen; Filipović, Filip; Saveljic I.; Geroski, Tijana; Exarchos, Themis; Filipovic, Nenad
2023A Fully Automated Approach to Preprocessing and Segmentation of Coronary Arteries in X-ray Angiography ImagesPavić, Ognjen; Dašić, Lazar; Geroski, Tijana; Filipovic, Nenad
2023The Importance of Genetic and Clinical Data Features in Risk Stratification of Patients with Hypertrophic CardiomyopathyPavić, Ognjen; Dašić, Lazar; Geroski, Tijana; Blagojevic, Andjela; Filipovic, Nenad
2025Integrating Artificial Intelligence and Finite Element Method to Advance Patient-Specific Modeling of the SpineGeroski, Tijana; Blagojevic, Andjela; Dašić, Lazar; Pavić, Ognjen; Milicevic, Bogdan; Milosevic, Miljan; Kovacevic, Vojin; Sala, Francesco; Boaro, Alessandro; Rasulic, Lukas; Ivanović, Miloš; Filipovic, Nenad
2023Machine learning in medical image processing – from medical images to automated diagnosisGeroski, Tijana; Pavić, Ognjen; Dašić, Lazar; Petrovic, Marina; Milovanovic, Dragan; Filipovic, Nenad
2025Multi-Stage Classification Approach for Heart Failure Disease Diagnosis and Reduced Ejection Fraction PredictionPavić, Ognjen; Dašić, Lazar; Blagojevic, Andjela; Geroski, Tijana; Filipovic, Nenad
Showing results 1 to 20 of 27  next >