Researchers
Pavić, Ognjen
Results 1-20 of 40
| Issue Date | Title | Author(s) | Type | Мp-cat. |
|---|---|---|---|---|
| 2026 | Transfer Learning with Limited Data for Mice Lung Segmentation in Synchrotron X-Ray Tomography | Blagojevic, Andjela   ; Obradovic, Ognjen; Geroski, Tijana ; Pavic, Ognjen ; Kim, Min Woo; Filipovic, Nenad | Article | 21M21 |
| 2025 | Cardiac Segmentation Using UNETR: A Transformer Based Deep Learning Approach on the ACDC Dataset | Geroski, Tijana ; Pavic, Ognjen ; Dasic, Lazar ; Amini, Amir; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2025 | Multi-Stage Classification Approach for Heart Failure Disease Diagnosis and Reduced Ejection Fraction Prediction | Pavić, Ognjen ; Dašić, Lazar ; Blagojevic, Andjela ; Geroski, Tijana ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2025 | APPLICATION OF PAK SOFTWARE FOR THE CALCULATION OF vFFR IN CORONARY ARTERIES | Djukic, Tijana ; Pavić, Ognjen ; Dašić, Lazar ; Geroski, Tijana ; Filipovic, Nenad | Article | 22M22 |
| 2025 | Development of Convolutional Neural Network for Classification of Heart Sounds Utilizing Mel-Frequency Cepstral Coefficients | Dašić, Lazar ; Tijana Geroski ; Pavić, Ognjen ; Filipović, Nenad | Book parts | Mp. category will be shown later |
| 2025 | Evaluation of Medical Biomarkers in Machine Learning Models for Classification of Heart Failure with Preserved and Reduced Ejection Fraction | Dašić, Lazar ; Geroski, Tijana ; Pavić, Ognjen ; Bajić, Bojana ; Kamenko, Ilija ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2025 | Evaluating the Potential of Vocal Features as Non-Invasive Biomarkers for Heart Failure | Geroski, Tijana ; Dašić, Lazar ; Blagojevic, Andjela ; Pavić, Ognjen ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2025 | Enhancing COVID-19 disease severity classification through advanced transfer learning techniques and optimal weight initialization schemes | Geroski, Tijana ; Rankovic, Vesna ; Pavic, Ognjen ; Dasic, Lazar ; Petrovic, Marina ; Milovanovic, Dragan ; Filipovic, Nenad | Article | 21M21 |
| 2025 | Single Branch Versus Multiple Branch Automatic 3D Coronary Artery Reconstruction from X-Ray Coronary Angiography Images: A Comparative Study | Pavić, Ognjen ; Dašić, Lazar ; Geroski, Tijana ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2025 | Integrating Artificial Intelligence and Finite Element Method to Advance Patient-Specific Modeling of the Spine | Geroski, Tijana ; Blagojević, Anđela ; Dašić, Lazar ; Pavić, Ognjen ; Milićević, Bogdan ; Milošević, Miljan ; Kovačević, Vojin ; Sala, Francesco; Boaro, Alessandro; Rasulić, Lukas ;
Ivanović, Miloš
; Filipović, Nenad ; | Conference Paper | Mp. category will be shown later |
| 2025 | Multilabel Classification Process Optimization Through the Utilization of Transfer Learning Approaches Supported by Decision Postprocessing Techniques | Pavić, Ognjen ; Tijana Geroski ; Dašić, Lazar ; Filipović, Nenad | Book parts | Mp. category will be shown later |
| 2024 | A Machine Learning Approach to Gene Expression in Hypertrophic Cardiomyopathy | Pavić, Jelena ; Živanović, Marko ; Tanasković, Irena ; Pavić, Ognjen ; Stanković, Vesna ; Virijević, Katarina ; Mladenović, Tamara ; Košarić, Jelena ; Milićević, Bogdan ; Qamar, Safi Ur Rehman ;
Velicki, Lazar
; Novaković, Ivana ; Preveden, Andrej ; Popović, Dejana ; Tesić, Milorad ; Seman, Stefan; Filipović, Nenad ; | Article | 21aM21a |
| 2024 | Comparison of Different Convolutional Neural Networks Utilizing Transfer Learning for Pneumothorax Segmentation from Whole Chest X-Ray Images and Extracted Patches | Dašić, Lazar ; Pavić, Ognjen ; Geroski, Tijana ; Vasković Jovanović, Mina ; Filipović, Nenad | Book parts | Mp. category will be shown later |
| 2024 | Use Case: 3D Coronary Artery Reconstruction for the Purposes of Virtual FFR Calculation | Pavić, Ognjen ; Filipović, Nenad | Book parts | 13  MNO za elektrotehniku, telekomunikacije i informacione tehnologije (31.03.2025.)M13 |
| 2024 | The Importance of Genetic and Clinical Data Features in Risk Stratification of Patients with Hypertrophic Cardiomyopathy | Pavić, Ognjen ; Dašić, Lazar ; Geroski, Tijana ; Blagojević, Anđela ; Filipović, Nenad | Book parts | Mp. category will be shown later |
| 2024 | Automatization of 3D reconstruction of coronary arteries from angiography projections using AI-enhanced segmentation techniques | Djukic, Tijana ; Pavic, Ognjen ; Dasic, Lazar ; Tijana Geroski ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2024 | Unsupervised Deep Learning Method for Cell Segmentation of Confocal Microscopy Images. | Pavić, Ognjen ; Barrasa Fano, Jorge; Dašić, Lazar ; Geroski, Tijana ; Shapeti, Apeksha; Van Oosterwyck, Hans; Rankovic, Vesna ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2024 | Comparison of Different Convolutional Neural Networks Utilizing Transfer Learning for Pneumothorax Segmentation from Whole Chest X-Ray Images and Extracted Patches | Dašić, Lazar ; Pavić, Ognjen ; Geroski, Tijana ; Vaskovic Jovanovic, Mina ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2024 | SoftLungX: leveraging transfer learning with convolutional neural networks for accurate respiratory disease classification in chest X-ray images | Geroski, Tijana ; Pavic, Ognjen ; Dasic, Lazar ; Milovanovic, Dragan ; Petrovic, Marina ; Filipovic, Nenad | Article | 21a+M21a+ |
| 2024 | Bridging the Gap: Physics-Driven Deep Learning for Heat Transfer Model of the Heart Tissue | Geroski, Tijana ; Pavić, Ognjen ; Dašić, Lazar ; Filipović, Nenad | Book parts | Mp. category will be shown later |