Vesna Rankovic

16 papers C 6Journal 10

Year	Rank	Type	Title / 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