Researchers
Geroski, Tijana
Results 61-80 of 160
| Issue Date | Title | Author(s) | Type | Мp-cat. |
|---|---|---|---|---|
| 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 | SGABU Computational Platform as a Tool for Improved Education and Research in Multiscale Modelling | Geroski, Tijana ; Živković, Jelena; Christian Hellmich; Hans Van Oosterwyck; Jakovljević, Đorđe; Ivanović, Miloš ; 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 | 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 | 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 |
| 2023 | The Effect of Machine Learning Algorithms on the Prediction of Layer-by-Layer Coating Properties | Tijana Šušteršič ; Varvara Gribova; Milica Nikolic ; Lavalle Philippe; Nenad Filipovic ; Nihal Engin Vrana | Article | 21M21 |
| 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 | In Silico Clinical Trials for Cardiovascular Disease | Filipovic, Nenad ; Saveljic, Igor ; Sustersic, Tijana ; Milosevic, Miljan ; Milicevic, Bogdan ; Simic, Vladimir ; Ivanović, Miloš ; Kojic, Milos | Article | 22M22 |
| 2022 | Artificial intelligence approach toward analysis of COVID-19 development—Personalized and epidemiological model | Sustersic, Tijana ; Blagojević A. | Book parts | 13  MNO za elektrotehniku, telekomunikacije i informacione tehnologije (10.11.2022.)M13 |
| 2022 | Numerical Modeling of Particle Dynamics Inside a Dry Powder Inhaler | Šušteršič, Tijana ; Bodić, Aleksandar ; Ignjatović, Jelisaveta ; Cvijić, Sandra ; Ibrić, Svetlana ; Filipović, Nenad | Article | 21aM21a |
| 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 | Agent-Based Model and Simulation Of Atherosclerotic Plaque Progression | 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 | 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 | 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 | Computational Modelling and Machine Learning Based Image Processing in Spine Research | Šušteršič, Tijana ; Kovačević, Vojin ; Ranković, Vesna ; Rasulić, Lukas ; Filipović, Nenad | Book parts | 13 MNO za elektrotehniku, telekomunikacije i informacione tehnologije (06.09.2022.)M13 |
| 2022 | Mathematical Modeling of Covid-19 Spread Using Genetic Programming Algorithm | Benolić, Leo; Blagojevic, Andjela ; Sustersic, Tijana ; Car, Zlatan; Filipovic, Nenad | Conference Paper | Mp. category will be shown later |