Vesna Rankovic

According to our database, Vesna Rankovic authored at least 14 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Enhancing COVID-19 disease severity classification through advanced transfer learning techniques and optimal weight initialization schemes.

Tijana Geroski, Vesna Rankovic, Ognjen Pavic, Lazar Dasic, Marina Petrovic, Dragan Milovanovic, Nenad Filipovic

Biomed. Signal Process. Control., 2025

2022

A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images.

Tijana Sustersic, Vesna Rankovic, Vladimir M. Milovanovic, Vojin Kovacevic, Lukas Rasulic, Nenad Filipovic

IEEE J. Biomed. Health Informatics, 2022

2021

Machine Learning-based Image Processing in Support of Discus Hernia Diagnosis.

Tijana Sustersic, Vesna Rankovic, Vojin Kovacevic, Vladimir M. Milovanovic, Lukas Rasulic, Nenad Filipovic

Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

2020

An Early Disc Herniation Identification System for Advancement in the Standard Medical Screening Procedure Based on Bayes Theorem.

Tijana Sustersic, Vesna Rankovic, Miodrag Peulic, Aleksandar Peulic

IEEE J. Biomed. Health Informatics, 2020

A comparison of classifiers in biomedical signal processing as a decision support system in disc hernia diagnosis.

Tijana Sustersic, Vladimir M. Milovanovic, Vesna Rankovic, Nenad Filipovic

Comput. Biol. Medicine, 2020

2019

Development of a user-Friendly Application for DICOM Image Segmentation and 3D Visualization of a Brain Tumor.

Tijana Sustersic, Vesna Rankovic, Nenad Filipovic

Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019

2018

Comparison of Different Neural Network Training Algorithms with Application to Face Recognition.

Aleksandra Vulovic, Tijana Sustersic, Aleksandar Peulic, Nenad Filipovic, Vesna Rankovic

EAI Endorsed Trans. Ind. Networks Intell. Syst., 2018

2015

A fuzzy model for supporting the diagnosis of lumbar disc herniation.

Vesna Rankovic, Ivan Milankovic, Miodrag Peulic, Nenad Filipovic, Aleksandar Peulic

Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

Modeling of radiation dose of human head during CT scanning using neural networks.

Jasna Radulovic, Nikola Mijailovic, Vesna Rankovic, Miroslav Trajanovic, Nenad Filipovic

Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

2014

Predicting piezometric water level in dams via artificial neural networks.

Vesna Rankovic, Aleksandar Novakovic, Nenad Grujovic, Dejan Divac, Nikola Milivojevic

Neural Comput. Appl., 2014

2012

Neural Network Model Predictive Control of Nonlinear Systems Using Genetic Algorithms.

Vesna Rankovic, Jasna Radulovic, Nenad Grujovic, Dejan Divac

Int. J. Comput. Commun. Control, 2012

2011

Application of feedforward neural network in the study of dissociated gas flow along the porous wall.

Vesna Rankovic, Slobodan Savic

Expert Syst. Appl., 2011

Prediction of magnetic field near power lines by normalized radial basis function network.

Vesna Rankovic, Jasna Radulovic

Adv. Eng. Softw., 2011

2010

Feedforward neural network and adaptive network-based fuzzy inference system in study of power lines.

Jasna Radulovic, Vesna Rankovic

Expert Syst. Appl., 2010