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Tijana Geroski

Observed names: Geroski, Tijana, T. Geroski, Tijana I. Šušteršič, Tijana Sustersic, Tijana Šušteršić, Tijana Šušteršič
ORCID: 0000-0003-1417-0521
Observed ORCID: 0000-0003-1417-0521
OpenAlex ID: A5008564157
Optimization and Prediction of Ibuprofen Release from 3D DLP Printlets Using Artificial Neural Networks
2019 · Marijana Madzarevic, Djordje Medarevic, et al. · Pharmaceutics · 82
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In vitro Models and On-Chip Systems: Biomaterial Interaction Studies With Tissues Generated Using Lung Epithelial and Liver Metabolic Cell Lines
2018 · Milica Nikolic, Tijana Sustersic, et al. · Frontiers in Bioengineering and Biotechnology · 62
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Application of Artificial Intelligence-Based Regression Methods in the Problem of COVID-19 Spread Prediction: A Systematic Review
2021 · Jelena Musulin, Sandi Baressi Šegota, et al. · International Journal of Environmental Research and Public Health · 48
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Coupled in silico platform: Computational fluid dynamics (CFD) and physiologically-based pharmacokinetic (PBPK) modelling
2017 · Aleksandra Vulović, Tijana Šušteršič, et al. · European Journal of Pharmaceutical Sciences · 43
Automatic Evaluation of the Lung Condition of COVID-19 Patients Using X-ray Images and Convolutional Neural Networks
2021 · Ivan Lorencin, Sandi Baressi Šegota, et al. · Journal of Personalized Medicine · 27
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Epidemiological Predictive Modeling of COVID-19 Infection: Development, Testing, and Implementation on the Population of the Benelux Union
2021 · Tijana Šušteršič, Andjela Blagojević, et al. · Frontiers in Public Health · 24
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Estimation of COVID-19 Epidemiology Curve of the United States Using Genetic Programming Algorithm
2021 · Nikola Anđelić, Sandi Baressi Šegota, et al. · International Journal of Environmental Research and Public Health · 19
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An In-Silico Corrosion Model for Biomedical Applications for Coupling With In-Vitro Biocompatibility Tests for Estimation of Long-Term Effects
2021 · Tijana Šušteršič, Gorkem Muttalip Simsek, et al. · Frontiers in Bioengineering and Biotechnology · 16
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Numerical simulation of electrospinning process in commercial and in-house software PAK
2018 · Tijana Šušteršič, Liliana Liverani, et al. · Materials Research Express · 15
Big Data in multiscale modelling: from medical image processing to personalized models
2023 · Tijana Geroski, Djordje Jakovljević, et al. · Journal Of Big Data · 14
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A comparison of classifiers in biomedical signal processing as a decision support system in disc hernia diagnosis
2020 · Tijana Šušteršič, Vladimir Milovanović, et al. · Computers in Biology and Medicine · 14
An Early Disc Herniation Identification System for Advancement in the Standard Medical Screening Procedure Based on Bayes Theorem
2019 · Tijana Sustersic, Vesna Rankovic, et al. · IEEE Journal of Biomedical and Health Informatics · 14
Comparative Assessment of In Vitro and In Silico Methods for Aerodynamic Characterization of Powders for Inhalation
2021 · Jelisaveta Ignjatović, Tijana Šušteršič, et al. · Pharmaceutics · 13
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Position Paper: Artificial Intelligence in Medical Image Analysis: Advances, Clinical Translation, and Emerging Frontiers
2025 · A. S. Panayides, H. Chen, et al. · IEEE Journal of Biomedical and Health Informatics · 12
Artificial intelligence approach towards assessment of condition of COVID-19 patients - Identification of predictive biomarkers associated with severity of clinical condition and disease progression
2021 · Anđela Blagojević, Tijana Šušteršič, et al. · Computers in Biology and Medicine · 11
Enhancing Thrombolysis Safety in Post-Acute Ischemic Stroke with Tissue Plasminogen Activator-Associated Microparticles
2025 · Raffaele Spanò, Corinne Portioli, et al. · ACS Nano · 10
A Noninvasive Assistant System in Diagnosis of Lumbar Disc Herniation
2020 · Miodrag Peulić, Miloš Joković, et al. · Computational and Mathematical Methods in Medicine · 10
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Implementation of Face Recognition Algorithm on Field Programmable Gate Array (FPGA)
2018 · Tijana Šušteršič, Aleksandar Peulić · Journal of Circuits Systems and Computers · 9
Artificial Intelligence Empowering Medical Image Processing
2024 · Tijana Geroski, Nenad Filipović · Springer eBooks · 8
Non-invasive improved technique for lumbar discus hernia classification based on fuzzy logic
2018 · Aleksandar Peulić, Tijana Šušteršič, et al. · Biomedizinische Technik/Biomedical Engineering · 8
Fractional Flow Reserve-Based Patient Risk Classification
2023 · Marijana Stanojević Pirković, Ognjen Pavić, et al. · Diagnostics · 7
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Enhancing COVID-19 disease severity classification through advanced transfer learning techniques and optimal weight initialization schemes
2024 · Tijana Geroski, Vesna Ranković, et al. · Biomedical Signal Processing and Control · 6
SoftLungX: leveraging transfer learning with convolutional neural networks for accurate respiratory disease classification in chest X-ray images
2024 · Tijana Geroski, Ognjen Pavić, et al. · Journal Of Big Data · 5
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A Review of the Application of Artificial Intelligence in Medicine: From Data to Personalised Models
2023 · Anđela Blagojević, Tijana Geroski · Lecture notes in networks and systems · 5
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Computational modeling of dry-powder inhalers for pulmonary drug delivery
2019 · Tijana I. Šušteršič, Nenad Filipovic · Elsevier eBooks · 5
Works count: 111
Citation count: 529
H-index: 13
I10-index: 16
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