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ORCIDTijana Geroski
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2020 – today
- 2025
[j14]Tijana Geroski, Vesna Rankovic, Ognjen Pavic, Lazar Dasic, Marina Petrovic, Dragan Milovanovic, Nenad Filipovic:
Enhancing COVID-19 disease severity classification through advanced transfer learning techniques and optimal weight initialization schemes. Biomed. Signal Process. Control. 100: 107103 (2025)- 2024
- [j13]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:
SGABU computational platform for multiscale modeling: Bridging the gap between education and research. Comput. Methods Programs Biomed. 243: 107935 (2024) - [j12]Tijana Geroski, Ognjen Pavic, Lazar Dasic, Dragan Milovanovic, Marina Petrovic, Nenad Filipovic:
SoftLungX: leveraging transfer learning with convolutional neural networks for accurate respiratory disease classification in chest X-ray images. J. Big Data 11(1): 146 (2024) - 2023
- [j11]Tijana Geroski, Djordje G. Jakovljevic, Nenad Filipovic:
Big Data in multiscale modelling: from medical image processing to personalized models. J. Big Data 10(1): 72 (2023) - [j10]Tijana Sustersic, Aleksandar Peulic:
FPGA Implementation of Expert System for Medical Diagnosis of Disc Hernia Diagnosis Based on Bayes Theorem. J. Circuits Syst. Comput. 32(3): 2350038:1-2350038:18 (2023) - [c9]Lazar Dasic, Ognjen Pavic, Tijana Geroski, Dragan Milovanovic, Marina Petrovic, Nenad Filipovic:
Transfer Learning with Deep Convolutional Neural Networks for Respiratory Disease Classification in X-Ray Images. BIBE 2023: 176-180 - 2022
- [j9]Nenad Filipovic, Tijana Sustersic, Miljan Milosevic, Bogdan Milicevic, Vladimir Simic, Momcilo Prodanovic, Srboljub Mijailovic, Milos Kojic:
SILICOFCM platform, multiscale modeling of left ventricle from echocardiographic images and drug influence for cardiomyopathy disease. Comput. Methods Programs Biomed. 227: 107194 (2022) - [j8]Tijana Sustersic, Vesna Rankovic, Vladimir M. Milovanovic, Vojin Kovacevic, Lukas Rasulic, Nenad Filipovic:
A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images. IEEE J. Biomed. Health Informatics 26(12): 6036-6046 (2022) - 2021
- [j7]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:
Artificial intelligence approach towards assessment of condition of COVID-19 patients - Identification of predictive biomarkers associated with severity of clinical condition and disease progression. Comput. Biol. Medicine 138: 104869 (2021) - [j6]Tijana Sustersic, Miodrag Peulic, Aleksandar Peulic:
FPGA implementation of fuzzy medical decision support system for disc hernia diagnosis. Comput. Sci. Inf. Syst. 18(3): 619-640 (2021) - [c8]Andela Blagojevic, Tijana Sustersic, Nenad Filipovic:
Epidemiological forecasting of COVID-19 infection using deep learning approach. BIBE 2021: 1-5 - [c7]Jelisaveta Ignjatovic, Tijana Sustersic, Sandra Cvijic, Aleksandar Bodic, Jelena Duris, Svetlana Ibric, Nenad Filipovic:
Comparative Assessment of Computational vs. In Vitro Methods for the Estimation of Dry Powders for Inhalation Emitted Fraction. BIBE 2021: 1-5 - [c6]Milica M. Nikolic, Tijana Sustersic, Nenad Filipovic:
Numerical Simulation of Sedimentation Process using Mason-Weaver Equation. BIBE 2021: 1-3 - [c5]Tijana Sustersic, Vesna Rankovic, Vojin Kovacevic, Vladimir M. Milovanovic, Lukas Rasulic, Nenad Filipovic:
Machine Learning-based Image Processing in Support of Discus Hernia Diagnosis. BIBE 2021: 1-5 - 2020
- [j5]Tijana Sustersic, Vladimir M. Milovanovic, Vesna Rankovic, Nenad Filipovic:
A comparison of classifiers in biomedical signal processing as a decision support system in disc hernia diagnosis. Comput. Biol. Medicine 125: 103978 (2020) - [j4]Miodrag Peulic, Milos Jokovic, Tijana Sustersic, Aleksandar Peulic:
A Noninvasive Assistant System in Diagnosis of Lumbar Disc Herniation. Comput. Math. Methods Medicine 2020: 6320126:1-6320126:8 (2020) - [j3]Tijana Sustersic, Vesna Rankovic, Miodrag Peulic, Aleksandar Peulic:
An Early Disc Herniation Identification System for Advancement in the Standard Medical Screening Procedure Based on Bayes Theorem. IEEE J. Biomed. Health Informatics 24(1): 151-159 (2020)
2010 – 2019
- 2019
- [j2]Tijana Sustersic, Aleksandar Peulic:
Implementation of Face Recognition Algorithm on Field Programmable Gate Array (FPGA). J. Circuits Syst. Comput. 28(8): 1950129:1-1950129:25 (2019) - [c4]Tijana Sustersic, Vesna Rankovic, Nenad Filipovic:
Development of a user-Friendly Application for DICOM Image Segmentation and 3D Visualization of a Brain Tumor. BIBE 2019: 507-510 - 2018
- [j1]Aleksandra Vulovic, Tijana Sustersic, Aleksandar Peulic, Nenad Filipovic, Vesna Rankovic:
Comparison of Different Neural Network Training Algorithms with Application to Face Recognition. EAI Endorsed Trans. Ind. Networks Intell. Syst. 4(12): e3 (2018) - 2017
- [c3]Aleksandra Vulovic, Tijana Sustersic, Nenad Filipovic:
Finite Element Analysis of Femoral Implant Under Static Load. BIBE 2017: 559-562 - 2016
- [c2]Tijana Sustersic, Aleksandra Vulovic, Nenad Filipovic, Aleksandar Peulic:
FPGA Implementation of Face Recognition Algorithm. MindCare/Fabulous 2016: 93-99 - 2015
- [c1]Tijana Sustersic, Miodrag Peulic, Nenad Filipovic, Aleksandar Peulic:
Application of active contours method in assessment of optimal approach trajectory to brain tumor. BIBE 2015: 1-4
Coauthor Index
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