Istraživači
Dašić, Lazar
Results 1-20 of 43
| Issue Date | Title | Author(s) | Type | Мp-cat. |
|---|---|---|---|---|
| 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 | 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 |
| 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 | 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 | 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 | 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 |
| 2024 | Multiple regression analysis for competitive performance assessment of professional soccer players | Radivoje, Radakovic ; Lazar, Dasic ; Milivoj, Dopsaj ; Nenad, Filipovic | Article | 22M22 |
| 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 | 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 | 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 | Semantic Image Segmentation of Cell Volumes Using 3D U-Net Convolutional Neural Networks | Dašić, Lazar ; Barrasa Fano, Jorge; Pavić, Ognjen ; Geroski, Tijana ; Shapeti, Apeksha; Van Oosterwyck, Hans; Rankovic, Vesna ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 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 | 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 |
| 2024 | Extraction of Vocal Features as Biomarkers for Heart Failure Diagnosis | Geroski, Tijana ; Pavić, Ognjen ; Dašić, Lazar ; Filipovic, Nenad | Conference Paper | 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 |