Researchers
Geroski, Tijana
Results 61-80 of 160
| Issue Date | Title | Author(s) | Type | Мp-cat. |
|---|---|---|---|---|
| 2023 | Prediction of Coronary Plaque Progression Using Data Mining and Artificial Neural Networks | Spahić, Lemana; Benolić, Leo; Qamar, Safi Ur Rehman   ; Simic, Vladimir ; Milicevic, Bogdan ; Milosevic, Miljan ; Geroski, Tijana ; Filipovic, Nenad | 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 | 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 | Predicting Discus Hernia from MRI Images Using Deep Transfer Learning | Tijana Geroski ; Ranković, Vesna ; Milovanović, Vladimir ; Kovačević, Vojin ; Rasulić, Lukas ; 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 | Effectiveness of a third dose of COVID-19 vaccines against delta variant of SARS-COV-2: A Serbian cohort study | Đorđević, Nataša ; Matić, Sanja ; Milovanović, Dragan ; Stefanović, Srđan ; Popović, Suzana ; Todorović, Danijela ; Đurđević, Predrag ; Sazdanović, Predrag ; Antić, Vasilije; Lončar, Slavica;
Bukumira, Slavica; Radenković, Marko; Šušteršič, Tijana
; Filipović, Nenad ; Baskić, Dejan ; | Article | 23M23 |
| 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 | SGABU computational platform for multiscale modeling: Bridging the gap between education and research | Geroski, Tijana ; Gkaintes, Orestis; Vulović, Aleksandra ; Ukaj, Niketa; Barrasa Fano, Jorge; Perez-Boerema, Fernando; Milicevic, Bogdan ; Atanasijevic A.; Živković, Jelena; Živić, Andreja ;
Roumpi, Maria; Exarchos, Themis; Christian, Hellmich; Scheiner, Stefan; Van Oosterwyck, Hans; Jakovljevic, Professor Djordje; Ivanović, Miloš
; Filipovic, Nenad ; | Article | 21aM21a |
| 2022 | Segmentation and Classification of Disc Hernia in Magnetic Resonance Images using Deep Learning | Sustersic, Tijana ; Rankovic, Vesna ; Kovacevic, Vojin ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2022 | SGABU Platform – Integrated Platform for Biomedical Datasets and Multiscale Models | Sustersic, Tijana ; Marković, Jelena; Atanasijević, Aleksandar; Živić, Andreja ; Ivanović, Miloš ; Filipovic, Nenad | Article | Mp. category will be shown later |
| 2022 | Development of SGABU Platform for Multiscale Modeling | Atanasijevic Aleksandar; Živić, Andreja ; Sustersic, Tijana ; Ivanović, Miloš ; Filipovic, Nenad | Article | 23M23 |
| 2022 | FPGA Implementation of Expert System for Medical Diagnosis of Disc Hernia Diagnosis Based on Bayes Theorem | Sustersic, Tijana ; Peulic, Aleksandar | Article | 22M22 |
| 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 |
| 2022 | Coupled Machine Learning and Finite Element Analysis of Heart Left Ventricle in Patients with Cardiomyopathy | Sustersic, Tijana ; Blagojevic, Andjela ; Milicevic, Bogdan ; Milosevic, Miljan ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2022 | Patch-based Convolutional Neural Network for Atherosclerotic Carotid Plaque Semantic Segmentation | Dašić, Lazar ; Radovanovic, Nikola ; Sustersic, Tijana ; Blagojevic, Andjela ; Benolić, Leo; Filipovic, Nenad | Article | 23M23 |
| 2022 | Agent-Based Model and Simulation Of Atherosclerotic Plaque Progression | Blagojevic, Andjela ; Sustersic, Tijana ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2022 | Examination Of Gene Expression Of Molecular Mechanisms Of Migration, Apoptosis And Redox Status Of Colorectal Carcinoma Cells | Jelena Pavić ; Marko Živanović ; Katarina Virijević ; Nikolina Kastratović ; Ana Mirić ; Tijana Šušteršič ; Anđela Blagojević ; Irena Tanasković ; Nenad Filipović | Conference Paper | Mp. category will be shown later |
| 2022 | Towards Fully Automated 3D Reconstruction of Heart - Segmentation and Parametric Heart Model of Patients with Cardiomyopathy | Sustersic, Tijana ; Blagojevic, Andjela ; Milicevic, Bogdan ; Milosevic, Miljan ; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |
| 2022 | Coupled In-Silico and In-Vitro Modelling of Hepatocyte Cell Aggregation as a Step Towards Improved Biomaterial Risk Assessment | Sustersic, Tijana ; Nikolic, Milica ; Tanase, Constantin-Edi; Ghaemmaghami, Amir; Vrana, Nihal Engin; Filipovic, Nenad D | Conference Paper | Mp. category will be shown later |