Researchers
Ranković, Vesna
Results 1-20 of 92
| Issue Date | Title | Author(s) | Type | Мp-cat. |
|---|---|---|---|---|
| 2025 | LEVERAGING DEEP LEARNING AND WORD EMBEDDING FOR FINANCIAL SENTIMENT ANALYSIS WITH CHATGPT-BASED DATA AUGMENTATION | Rankovic, Vesna   ; Matić, Ljiljana ; Kalinić, Zoran | 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 | Unsupervised Deep Learning Method for Cell Segmentation of Confocal Microscopy Images. | Pavić, Ognjen ; Barrasa Fano, Jorge; Dašić, Lazar ; Geroski, Tijana ; Shapeti, Apeksha; Van Oosterwyck, Hans; Rankovic, Vesna ; 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 | 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 |
| 2023 | Implementation of Artificial Intelligence Algorithms in Biomedical Signals Processing as Support for Decision-Making in Spinal Diseases Diagnosis | Tijana Geroski ; Kovačević, Vojin ; Rasulić, Lukas ; Ranković, Vesna ; 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 | Ecological applications based on bacterial community abundance in reservoirs using an artificial neural network approach | Radojevic, Ivana ; Ostojić, Aleksandar ; Rankovic, Vesna | 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 |
| 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 | Machine Learning Regression Models Analysis: Piezometric water level prediction - case study | Ćirović, Vukašin ; Ranković, Vesna ; Milivojević, Nikola | Conference Paper | Mp. category will be shown later |
| 2022 | Detecting Disc Herniation in Segmented Lumbar Spine Magnetic Resonance Images using Distinct Features | Šušteršič, Tijana ; Ranković, Vesna ; Milovanović, Vladimir ; Kovačević, Vojin ; Rasulić, Lukas ; Filipović, Nenad | Conference Paper | Mp. category will be shown later |
| 2022 | A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images | Šušteršič, Tijana ; Ranković, Vesna ; Milovanović, Vladimir ; Kovačević, Vojin ; Rasulić, Lukas ; Filipović, Nenad | Article | 21aM21a |
| 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 |
| 2021 | Machine Learning-based Image Processing in Support of Discus Hernia Diagnosis | Šušteršić, Tijana ; Ranković, Vesna ; Kovačević, Vojin ; Milovanović, Vladimir ; Rasulić, Lukas ; Filipović, Nenad | Conference Paper | Mp. category will be shown later |
| 2020 | A comparison of classifiers in biomedical signal processing as a decision support system in disc hernia diagnosis | Šušteršič, Tijana ; Milovanović, Vladimir ; Ranković, Vesna ; Filipović, Nenad | Article | 21aM21a |
| 2020 | An Early Disc Herniation Identification System for Advancement in the Standard Medical Screening Procedure Based on Bayes Theorem | Sustersić, Tijana ; Ranković, Vesna ; Peulić, Miodrag ; Peulić, Aleksandar | Article | 21a+M21a+ |
| 2019 | Development of a User-Friendly Application for Dicom Image Segmentation and 3D Visualization of a Brain Tumor | Šušteršič, Tijana I. ; Ranković, Vesna M. ; Nenad Filipović | Conference Paper | Mp. category will be shown later |
| 2019 | Medical Image Processing using Xilinx System Generator | Šušteršič, Tijana I. ; Milovanović Vladimir ; Ranković, Vesna M. ; Filipović Nenad ; Peulić Aleksandar | Conference Paper | Mp. category will be shown later |