@ARTICLE{
author={Blagojevic Andjela,Obradovic Ognjen,Geroski Tijana,Pavic Ognjen,Kim Min Woo,Filipovic Nenad D},
year={2026},
title={Transfer Learning with Limited Data for Mice Lung Segmentation in Synchrotron X-Ray Tomography},
journal={ANNALS OF BIOMEDICAL ENGINEERING},
volume={},
number={},
pages={-},
document_type={Article; Early Access},
} 

@ARTICLE{
author={Panayides Andreas S,...,Filipovic Nenad D,Geroski Tijana,...,(broj koautora 24)},
year={2026},
title={Position Paper: Artificial Intelligence in Medical Image Analysis: Advances, Clinical Translation, and Emerging Frontiers},
journal={IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS},
volume={30},
number={2},
pages={1187-1202},
document_type={Review},
} 

@ARTICLE{
author={Djukic Tijana R,Pavic Ognjen,Dasic Lazar,Geroski Tijana,Filipovic Nenad D},
year={2025},
title={Application of Pak Software for the Calculation of Vffr in Coronary Arteries},
journal={JOURNAL OF THE SERBIAN SOCIETY FOR COMPUTATIONAL MECHANICS},
volume={19},
number={1},
pages={362-371},
document_type={Review},
} 

@ARTICLE{
author={Geroski Tijana,Bolhassani Mahyar,Filipovic Nenad D,Amini Amir A},
year={2025},
title={Meta-Learning Coupled with Transfer Learning for Improved FewShot Classification of Cardiac MR Images},
journal={2025 47TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)},
volume={},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Geroski Tijana,Pavic Ognjen,Dasic Lazar,Amini Amir,Filipovic Nenad D},
year={2025},
title={Cardiac Segmentation Using UNETR: A Transformer Based Deep Learning Approach on the ACDC Dataset},
journal={APPLIED ARTIFICIAL INTELLIGENCE 4: MEDICINE, BIOLOGY, CHEMISTRY, FINANCIAL, GAMES, ENGINEERING, SICAAI},
volume={1446},
number={},
pages={371-385},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Djukic Tijana R,Pavic Ognjen,Dasic Lazar,Geroski Tijana,Filipovic Nenad D},
year={2025},
title={Automatization of 3D Reconstruction of Coronary Arteries from Angiography Projections Using AI-Enhanced Segmentation Techniques},
journal={APPLIED ARTIFICIAL INTELLIGENCE 4: MEDICINE, BIOLOGY, CHEMISTRY, FINANCIAL, GAMES, ENGINEERING, SICAAI},
volume={1446},
number={},
pages={365-370},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Pavic Ognjen,Geroski Tijana,Dasic Lazar,Filipovic Nenad D},
year={2025},
title={Multilabel Classification Process Optimization Through the Utilization of Transfer Learning Approaches Supported by Decision Postprocessing Techniques},
journal={APPLIED ARTIFICIAL INTELLIGENCE 4: MEDICINE, BIOLOGY, CHEMISTRY, FINANCIAL, GAMES, ENGINEERING, SICAAI},
volume={1446},
number={},
pages={248-255},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Brankovic Marija,Miric Ana N,Geroski Tijana,Zivanovic Marko N,Filipovic Nenad D},
year={2025},
title={Utilizing Fuzzy Logic for Enhanced Characterization of Ovarian Tumors},
journal={APPLIED ARTIFICIAL INTELLIGENCE 4: MEDICINE, BIOLOGY, CHEMISTRY, FINANCIAL, GAMES, ENGINEERING, SICAAI},
volume={1446},
number={},
pages={192-202},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Dasic Lazar,Geroski Tijana,Pavic Ognjen,Filipovic Nenad D},
year={2025},
title={Development of Convolutional Neural Network for Classification of Heart Sounds Utilizing Mel-Frequency Cepstral Coefficients},
journal={APPLIED ARTIFICIAL INTELLIGENCE 4: MEDICINE, BIOLOGY, CHEMISTRY, FINANCIAL, GAMES, ENGINEERING, SICAAI},
volume={1446},
number={},
pages={166-174},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Filipovic Filip,Geroski Tijana,Vulovic Aleksandra Z,Filipovic Nenad D},
year={2025},
title={AI-Enhanced Extended Reality in Medicine},
journal={APPLIED ARTIFICIAL INTELLIGENCE 4: MEDICINE, BIOLOGY, CHEMISTRY, FINANCIAL, GAMES, ENGINEERING, SICAAI},
volume={1446},
number={},
pages={124-134},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Filipovic Nenad D,Saveljic Igor B,Geroski Tijana,Tomasevic Smiljana,Milosevic Miljan S,Milicevic Bogdan,Prodanovic Momcilo D,Mijailovic Srboljub M,Kojic Milos R},
year={2025},
title={Heart Modeling, Insilico Clinical Trials},
journal={JOURNAL OF THE SERBIAN SOCIETY FOR COMPUTATIONAL MECHANICS},
volume={19},
number={1},
pages={282-295},
document_type={Article},
} 

@ARTICLE{
author={Spano Raffaele,Portioli Corinne,Geroski Tijana,Felici Alessia,Palange Anna Lisa,Gawne Peter James,Mamberti Stefania,Avancini Greta,Palomba Roberto,Bonnard Thomas,Moore Thomas Lee,Del Sette Massimo,Filipovic Nenad D,Vivien Denis,Decuzzi Paolo},
year={2025},
title={Enhancing Thrombolysis Safety in Post-Acute Ischemic Stroke with Tissue Plasminogen Activator-Associated Microparticles},
journal={ACS NANO},
volume={},
number={},
pages={-},
document_type={Article; Early Access},
} 

@ARTICLE{
author={Geroski Tijana,Filipovic Nenad D,Amini Amir},
year={2025},
title={Segmentation of ACDC Challenge Cardiac MRI Dataset Across Diverse Neural Network Architectures},
journal={MEDICAL IMAGING 2025: CLINICAL AND BIOMEDICAL IMAGING},
volume={13410},
number={},
pages={-},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Mitrogiannis Georgios,Gkaintes Orestis A,Garnavos Christos,Potsika Vassiliki T,Roumpi Maria,Gkiatas Ioannis,Gelalis Ioannis D,Nikolaou Vasileios S,Mavrogenis Andreas F,Lasanianos Nikolaos G,Geroski Tijana,Filipovic Nenad D,Fotiadis Dimitrios I,Pakos Emilios,Babis Georgios C},
year={2025},
title={Comparative finite element analysis between three surgical techniques for the treatment of type VI schatzker tibial plateau fractures},
journal={BIOMEDICAL PHYSICS & ENGINEERING EXPRESS},
volume={11},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Geroski Tijana,Rankovic Vesna M,Pavic Ognjen,Dasic Lazar,Petrovic Marina D,Milovanovic Dragan R,Filipovic Nenad D},
year={2025},
title={Enhancing COVID-19 disease severity classification through advanced transfer learning techniques and optimal weight initialization schemes},
journal={BIOMEDICAL SIGNAL PROCESSING AND CONTROL},
volume={100},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Geroski Tijana,Pavic Ognjen,Dasic Lazar,Milovanovic Dragan R,Petrovic Marina D,Filipovic Nenad D},
year={2024},
title={SoftLungX: leveraging transfer learning with convolutional neural networks for accurate respiratory disease classification in chest X-ray images},
journal={JOURNAL OF BIG DATA},
volume={11},
number={1},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Barrasa Fano Jorge,Shapeti Apeksha,Zivic Andreja,Geroski Tijana,Filipovic Nenad D,Sanz Herrera Jose Antonio,Van Oosterwyck Hans},
year={2024},
title={Bridging the Gap Between Computational and Experimental 3d Cell Force Calculation},
journal={JOURNAL OF THE SERBIAN SOCIETY FOR COMPUTATIONAL MECHANICS},
volume={18},
number={1},
pages={124-129},
document_type={Article},
} 

@ARTICLE{
author={Geroski Tijana,Kovacevic Vojin,Nikolic Dalibor D,Filipovic Nenad D},
year={2024},
title={From imaging to personalized 3D printed molds in cranioplasty},
journal={MEDICAL ENGINEERING & PHYSICS},
volume={130},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Vulovic Aleksandra Z,Geroski Tijana,Filipovic Nenad D},
year={2024},
title={Feature Selection for the Shear Stress Classification of Hip Implant Surface Topographies},
journal={APPLIED ARTIFICIAL INTELLIGENCE 2: MEDICINE, BIOLOGY, CHEMISTRY, FINANCIAL, GAMES, ENGINEERING, SICAAI 2023},
volume={999},
number={},
pages={207-213},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Dasic Lazar,Pavic Ognjen,Geroski Tijana,Filipovic Nenad D},
year={2024},
title={An Unsupervised Image Segmentation Workflow for Extraction of Left Coronary Artery from X-Ray Coronary Angiography},
journal={APPLIED ARTIFICIAL INTELLIGENCE 2: MEDICINE, BIOLOGY, CHEMISTRY, FINANCIAL, GAMES, ENGINEERING, SICAAI 2023},
volume={999},
number={},
pages={116-122},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Pavic Ognjen,Dasic Lazar,Geroski Tijana,Stanojevic-Pirkovic Marijana S,Milovanovic Aleksandar,Filipovic Nenad D},
year={2024},
title={Application of Ensemble Machine Learning for Classification Problems on Very Small Datasets},
journal={APPLIED ARTIFICIAL INTELLIGENCE 2: MEDICINE, BIOLOGY, CHEMISTRY, FINANCIAL, GAMES, ENGINEERING, SICAAI 2023},
volume={999},
number={},
pages={108-115},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Geroski Tijana,Rankovic Vesna M,Milovanovic Vladimir P,Kovacevic Vojin,Rasulic Lukas G,Filipovic Nenad D},
year={2024},
title={Predicting Discus Hernia from MRI Images Using Deep Transfer Learning},
journal={APPLIED ARTIFICIAL INTELLIGENCE 2: MEDICINE, BIOLOGY, CHEMISTRY, FINANCIAL, GAMES, ENGINEERING, SICAAI 2023},
volume={999},
number={},
pages={90-98},
document_type={Proceedings Paper},
} 

@ARTICLE{
author={Geroski Tijana,...,Vulovic Aleksandra Z,...,Milicevic Bogdan,Atanasijevic Aleksandar,Zivkovic Jelena,Zivic Andreja,...,Ivanovic Milos R,Filipovic Nenad D},
year={2024},
title={SGABU computational platform for multiscale modeling: Bridging the gap between education and research},
journal={COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE},
volume={243},
number={},
pages={-},
document_type={Article},
} 

@ARTICLE{
author={Pavic Ognjen,Dasic Lazar,Geroski Tijana,Vaskovic-Jovanovic Mina,Filipovic Nenad D},
year={2023},
title={Risk Classification for Sudden Cardiac Death in Patients with Hypertrophic Cardiomyopathy Based on Machine Learning Algorithms},
journal={JOURNAL OF THE SERBIAN SOCIETY FOR COMPUTATIONAL MECHANICS},
volume={17},
number={2},
pages={153-165},
document_type={Article},
} 

@ARTICLE{
author={Geroski Tijana,Jakovljevic Djordje G,Filipovic Nenad D},
year={2023},
title={Big Data in multiscale modelling: from medical image processing to personalized models},
journal={JOURNAL OF BIG DATA},
volume={10},
number={1},
pages={-},
document_type={Article},
}