Vesna Rankovic

16 papers C 6Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing COVID-19 disease severity classification through advanced transfer learning techniques and optimal weight initialization schemes.
Biomed. Signal Process. Control.
Tijana Geroski, Vesna Rankovic, Ognjen Pavic, Lazar Dasic, Marina Petrovic, Dragan Milovanovic, Nenad Filipovic
2024 C conf
Semantic Image Segmentation of Cell Volumes Using 3D U-Net Convolutional Neural Network.
BIBE
Lazar Dasic, Jorge Barrasa-Fano, Ognjen Pavic, Tijana Geroski, Apeksha Shapeti, Hans Van Oosterwyck, Vesna Rankovic, Nenad Filipovic
2024 C conf
Unsupervised Deep Learning Method for Cell Segmentation of Confocal Microscopy Images.
BIBE
Ognjen Pavic, Jorge Barrasa-Fano, Lazar Dasic, Tijana Geroski, Apeksha Shapeti, Hans Van Oosterwyck, Vesna Rankovic, Nenad Filipovic
2022 J jnl
A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images.
IEEE J. Biomed. Health Informatics
Tijana Sustersic, Vesna Rankovic, Vladimir M. Milovanovic, Vojin Kovacevic, Lukas Rasulic, Nenad Filipovic
2021 C conf
Machine Learning-based Image Processing in Support of Discus Hernia Diagnosis.
BIBE
Tijana Sustersic, Vesna Rankovic, Vojin Kovacevic, Vladimir M. Milovanovic, Lukas Rasulic, Nenad Filipovic
2020 J jnl
A comparison of classifiers in biomedical signal processing as a decision support system in disc hernia diagnosis.
Comput. Biol. Medicine
Tijana Sustersic, Vladimir M. Milovanovic, Vesna Rankovic, Nenad Filipovic
2020 J jnl
An Early Disc Herniation Identification System for Advancement in the Standard Medical Screening Procedure Based on Bayes Theorem.
IEEE J. Biomed. Health Informatics
Tijana Sustersic, Vesna Rankovic, Miodrag Peulic, Aleksandar Peulic
2019 C conf
Development of a user-Friendly Application for DICOM Image Segmentation and 3D Visualization of a Brain Tumor.
BIBE
Tijana Sustersic, Vesna Rankovic, Nenad Filipovic
2018 J jnl
Comparison of Different Neural Network Training Algorithms with Application to Face Recognition.
EAI Endorsed Trans. Ind. Networks Intell. Syst.
Aleksandra Vulovic, Tijana Sustersic, Aleksandar Peulic, Nenad Filipovic, Vesna Rankovic
2015 C conf
A fuzzy model for supporting the diagnosis of lumbar disc herniation.
BIBE
Vesna Rankovic, Ivan Milankovic, Miodrag Peulic, Nenad Filipovic, Aleksandar Peulic
2015 C conf
Modeling of radiation dose of human head during CT scanning using neural networks.
BIBE
Jasna Radulovic, Nikola Mijailovic, Vesna Rankovic, Miroslav Trajanovic, Nenad Filipovic
2014 J jnl
Predicting piezometric water level in dams via artificial neural networks.
Neural Comput. Appl.
Vesna Rankovic, Aleksandar Novakovic, Nenad Grujovic, Dejan Divac, Nikola Milivojevic
2012 J jnl
Neural Network Model Predictive Control of Nonlinear Systems Using Genetic Algorithms.
Int. J. Comput. Commun. Control
Vesna Rankovic, Jasna Radulovic, Nenad Grujovic, Dejan Divac
2011 J jnl
Application of feedforward neural network in the study of dissociated gas flow along the porous wall.
Expert Syst. Appl.
Vesna Rankovic, Slobodan Savic
2011 J jnl
Prediction of magnetic field near power lines by normalized radial basis function network.
Adv. Eng. Softw.
Vesna Rankovic, Jasna Radulovic
2010 J jnl
Feedforward neural network and adaptive network-based fuzzy inference system in study of power lines.
Expert Syst. Appl.
Jasna Radulovic, Vesna Rankovic