Researchers
Dašić, Lazar
Type
| Issue Date | Title | Author(s) | Type | Мp-cat. |
|---|---|---|---|---|
| 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 | 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 | 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 |
| 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 |
| 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 |
| 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 | 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 | 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 | 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 | Multiple regression analysis for competitive performance assessment of professional soccer players | Radivoje, Radakovic ; Lazar, Dasic ; Milivoj, Dopsaj ; Nenad, Filipovic | Article | 23M23 |
| 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 | 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 | 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 | 24M24 |
| 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 | 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 | 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 | 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 |
| 2022 | Liver Tracking for Intraoperative Augmented Reality Navigation System | Lazar Dašić ; Nenad Filipovic | Conference Paper | Mp. category will be shown later |
| 2022 | Carotid Artery Segmentation Using Convolutional Neural Network in Ultrasound Images | Radovanovic, Nikola ; Dašić, Lazar ; Blagojevic, Andjela ; Sustersic, Tijana ; Filipovic, Nenad | Article | Mp. category will be shown later |
| 2022 | Comparative Analysis of Patch-based and Full Image Methodology of Carotid Artery Plaque Semantic Segmentation in Ultrasound images | Dašić, Lazar ; Blagojevic, Andjela ; Sustersic, Tijana ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |