Tijana Geroski

According to our database, Tijana Geroski authored at least 23 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of four.
• 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

2024

SoftLungX: leveraging transfer learning with convolutional neural networks for accurate respiratory disease classification in chest X-ray images.

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

J. Big Data, December, 2024

SGABU computational platform for multiscale modeling: Bridging the gap between education and research.

Tijana Geroski, Orestis Gkaintes, Aleksandra Vulovic, Niketa Ukaj, Jorge Barrasa-Fano, Fernando Perez-Boerema, Bogdan Milicevic, Aleksandar Atanasijevic, Jelena Zivkovic, Andreja Zivic, Maria Roumpi, Themis P. Exarchos, Christian Hellmich, Stefan Scheiner, Hans Van Oosterwyck, Djordje G. Jakovljevic, Milos R. Ivanovic, Nenad Filipovic

Comput. Methods Programs Biomed., January, 2024

2023

FPGA Implementation of Expert System for Medical Diagnosis of Disc Hernia Diagnosis Based on Bayes Theorem.

Tijana Sustersic, Aleksandar Peulic

J. Circuits Syst. Comput., February, 2023

Big Data in multiscale modelling: from medical image processing to personalized models.

Tijana Geroski, Djordje G. Jakovljevic, Nenad Filipovic

J. Big Data, 2023

Transfer Learning with Deep Convolutional Neural Networks for Respiratory Disease Classification in X-Ray Images.

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

Proceedings of the 23rd IEEE International Conference on Bioinformatics and Bioengineering, 2023

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

SILICOFCM platform, multiscale modeling of left ventricle from echocardiographic images and drug influence for cardiomyopathy disease.

Nenad Filipovic, Tijana Sustersic, Miljan Milosevic, Bogdan Milicevic, Vladimir Simic, Momcilo Prodanovic, Srboljub Mijailovic, Milos Kojic

Comput. Methods Programs Biomed., 2022

2021

FPGA implementation of fuzzy medical decision support system for disc hernia diagnosis.

Tijana Sustersic, Miodrag Peulic, Aleksandar Peulic

Comput. Sci. Inf. Syst., 2021

Artificial intelligence approach towards assessment of condition of COVID-19 patients - Identification of predictive biomarkers associated with severity of clinical condition and disease progression.

Andela Blagojevic, Tijana Sustersic, Ivan Lorencin, Sandi Baressi Segota, Nikola Andelic, Dragan Milovanovic, Danijela Baskic, Dejan Baskic, Natasa Zdravkovic Petrovic, Predrag Sazdanovic, Zlatan Car, Nenad Filipovic

Comput. Biol. Medicine, 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

Numerical Simulation of Sedimentation Process using Mason-Weaver Equation.

Milica M. Nikolic, Tijana Sustersic, Nenad Filipovic

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

Comparative Assessment of Computational vs. In Vitro Methods for the Estimation of Dry Powders for Inhalation Emitted Fraction.

Jelisaveta Ignjatovic, Tijana Sustersic, Sandra Cvijic, Aleksandar Bodic, Jelena Duris, Svetlana Ibric, Nenad Filipovic

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

Epidemiological forecasting of COVID-19 infection using deep learning approach.

Andela Blagojevic, Tijana Sustersic, 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 Noninvasive Assistant System in Diagnosis of Lumbar Disc Herniation.

Miodrag Peulic, Milos Jokovic, Tijana Sustersic, Aleksandar Peulic

Comput. Math. Methods Medicine, 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

Implementation of Face Recognition Algorithm on Field Programmable Gate Array (FPGA).

Tijana Sustersic, Aleksandar Peulic

J. Circuits Syst. Comput., 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

2017

Finite Element Analysis of Femoral Implant Under Static Load.

Aleksandra Vulovic, Tijana Sustersic, Nenad Filipovic

Proceedings of the 17th IEEE International Conference on Bioinformatics and Bioengineering, 2017

2016

FPGA Implementation of Face Recognition Algorithm.

Tijana Sustersic, Aleksandra Vulovic, Nenad Filipovic, Aleksandar Peulic

Proceedings of the Pervasive Computing Paradigms for Mental Health, 2016

2015

Application of active contours method in assessment of optimal approach trajectory to brain tumor.

Tijana Sustersic, Miodrag Peulic, Nenad Filipovic, Aleksandar Peulic

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