Researchers
Pavić, Ognjen
Results 21-40 of 40
| Issue Date | Title | Author(s) | Type | Мp-cat. |
|---|---|---|---|---|
| 2024 | Bridging the Gap: Physics-Driven Deep Learning for Heat Transfer Model | Geroski, Tijana   ; Pavić, Ognjen ; Dašić, Lazar ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2024 | Application of Machine Learning in the Analysis of Gene Expression in Colorectal Cancer Cells Treated with Chemotherapeutics | Pavić, Jelena ; Živanović, Marko ; Pavić, Ognjen ; Virijević, Katarina ; Mladenović, Tamara ; Tanasković, Irena ; Filipović, Nenad | Conference Paper | Mp. category will be shown later |
| 2024 | Convolutional Neural Network for Atherosclerotic Plaque Multiclass Semantic Image Segmentation in Transverse Ultrasound Images of Carotid Artery | Dašić, Lazar ; Pavić, Ognjen ; Blagojević, Andjela ; Geroski, Tijana ; Filipović, Nenad | Book parts | 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 | 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 |
| 2023 | Application 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 | Mp. category will be shown later |
| 2023 | Transfer Learning with Deep Convolutional Neural Networks for Respiratory Disease Classification in X-Ray Images | Dašić, Lazar ; Pavić, Ognjen ; Geroski, Tijana ; Milovanovic, Dragan ; Petrović, Marina; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2023 | Convolutional Neural Network for Atherosclerotic Plaque Multiclass Semantic Image Segmentation in Transverse Ultrasound Images of Carotid Artery | Dašić, Lazar ; Pavić, Ognjen ; Blagojevic, Andjela ; Geroski, Tijana ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2023 | An 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 | Mp. category will be shown later |
| 2023 | Fractional Flow Reserve-Based Patient Risk Classification | Stanojević Pirković, Marijana ; Pavić, Ognjen ; Filipović, Filip; Saveljić, Igor ; Geroski, Tijana ; Exarchos, Themis; Filipović, Nenad | Article | 21M21 |
| 2023 | RISK CLASSIFICATION FOR SUDDEN CARDIAC DEATH IN PATIENTS WITH HYPERTROPHIC CARDIOMYOPATHY BASED ON MACHINE LEARNING ALGORITHMS | Pavić, Ognjen ; Dašić, Lazar ; Geroski, Tijana ; Vasković Jovanović, Mina ; Filipović, Nenad | Article | 22M22 |
| 2023 | The Importance of Genetic and Clinical Data features in Risk Stratification of Patients with Hypertrophic Cardiomyopathy | Ognjen Pavić ; Lazar Dašić ; Tijana Geroski ; Anđela Blagojević ; Nenad Filipović | Conference Paper | Mp. category will be shown later |
| 2023 | Convolutional Neural Network for Atherosclerotic Plaque Multiclass Image Segmentation in Transverse Ultrasound Images of Carotid Artery | Lazar Dašić ; Ognjen Pavić ; Anđela Blagojević ; Tijana Geroski ; Nenad Filipović | Conference Paper | Mp. category will be shown later |
| 2023 | Automatic segmentation of 3D cell volumes based on 2D U-Net convolutional neural network | Pavić, Ognjen ; Dašić, Lazar ; Jorge Barrasa-Fano; Hans Van Oosterwyck; Filipović, Nenad | Conference Paper | Mp. category will be shown later |
| 2023 | Machine learning in medical image processing – from medical images to automated diagnosis | Tijana Geroski ; Pavić, Ognjen ; Dašić, Lazar ; Petrović, Marina ; Milovanović, Dragan ; Filipović, Nenad | Conference Paper | Mp. category will be shown later |
| 2023 | Filter-based Image Processing of Coronary Angiography Imaging Data of the Left Coronary Artery | Dašić, Lazar ; Pavić, Ognjen ; Tijana Geroski ; Filipović, Nenad | Conference Paper | Mp. category will be shown later |
| 2023 | Ensemble machine learning as an approach for improvement of classification on very small datasets | Pavić, Ognjen ; Dašić, Lazar ; Tijana Geroski ; Pirković, Stanojević Marijana ; Filipović, Nenad | Conference Paper | Mp. category will be shown later |
| 2023 | A 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 | Mp. category will be shown later |
| 2023 | Deep Learning and Computational Fluid Dynamics Applied on 3D Intracranial Aneurism | Filipović, Filip; Pavić, Ognjen ; Dašić, Lazar ; Tijana Geroski ; Ranković, Vesna | Conference Paper | Mp. category will be shown later |
| 2023 | Transfer Learning with Deep Convolutional Neural Networks for Respiratory Disease Classification in X-ray Images | Dašić, Lazar ; Pavić, Ognjen ; Tijana Geroski ; Milovanović, Dragan ; Petrović, Marina ; Filipović, Nenad | Other | Mp. category will be shown later |