Researchers
Geroski, Tijana
Results 21-40 of 162
| Issue Date | Title | Author(s) | Type | Мp-cat. |
|---|---|---|---|---|
| 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 | Optimizing Cardiac MR Image Segmentation: Fine-Tuning the Foundational Segment Anything Model (SAM) | Geroski, Tijana ; Amini, Amir | 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 |
| 2025 | Comparative finite element analysis between three surgical techniques for the treatment of type VI schatzker tibial plateau fractures | Mitrogiannis, Georgios; Gkaintes, Orestis A; Garnavos, Christos; Potsika, Vassiliki T; Roumpi, Maria; Gkiatas, Ioannis; Gelalis, Ioannis D; Nikolaou, Vasileios S; Mavrogenis, Andreas F; Lasanianos, Nikolaos G;
Geroski, Tijana
; Filipovic, Nenad ; Fotiadis, Dimitrios I; Pakos, Emilios; Babis, Georgios C; | Article | 22M22 |
| 2024 | Prediction of Residential Real Estate Selling Prices in Serbia Using Artificial Neural Networks | Matić, Ljiljana ; Rankovic, Vesna ; Geroski, Tijana ; Kalinić, Zoran | Conference Paper | 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 | Effectiveness of the first and the second dose of COVID-19 vaccines in Serbia during the first three months of rollout | 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 |
| 2024 | Artificial Intelligence Empowering Medical Image Processing | Geroski, Tijana ; Filipovic, Nenad | Book parts | Mp. category will be shown later |
| 2024 | AI-Driven Decision Support System for Heart Failure Diagnosis: INTELHEART Approach Towards Personalized Treatment Strategies | Tomasevic, Smiljana ; Blagojevic, Andjela ; Geroski, Tijana ; Jovicic, Gordana ; Milicevic, Bogdan ; Prodanovic, Momcilo ; Kamenko, Ilija ; Bajic, Bojana ; Simovic, Stefan ; Davidovic, Goran ;
Ristic, Dragana Ignjatovic
; Preveden, Andrej ; Velicki, Lazar ; Ristic, Arsen ; Apostolovic, Svetlana ; Dolicanin, Edin ; Filipovic, Nenad ; | Conference Paper | 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 | 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 | 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 | Feature Selection for the Shear Stress Classification of Hip Implant Surface Topographies | Vulovic, Aleksandra Z ; Geroski, Tijana ; Filipovic, Nenad D | Conference Paper | 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 | ROAD TRAFFIC ACCIDENTS PREDICTION USING MACHINE LEARNING METHODS | Rankovic, Vesna ; Đonić, Andrija ; Geroski, Tijana | Conference Paper | Mp. category will be shown later |
| 2024 | Fuzzy-based characterization of ovarian tumors | Brankovic, Marija ; Miric, Ana ; Tijana Geroski ; Zivanovic, Marko ; Filipovic, Nenad | Conference Paper | 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 Between Computational and Experimental 3d Cell Force Calculation | Barrasa, Fano Jorge; Shapeti, Apeksha; Zivic, Andreja; Geroski, Tijana ; Filipovic, Nenad ; Sanz, Herrera Jose Antonio; Van, Oosterwyck Hans | Article | 22M22 |
| 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 | From imaging to personalized 3D printed molds in cranioplasty | Geroski, Tijana ; Kovačević, Vojin ; Nikolić, Dalibor ; Filipović, Nenad | Article | 22M22 |