Bogdan Milicevic

14 papers C 7Journal 6Unranked 1

Year	Rank	Type	Title / Venue / Authors
2024	C	`conf`	A Short Overview of Left Ventricular Action Potential Simulations: Integrating Numerical Methods With Machine Learning. BIBE Bogdan Milicevic, Miljan Milosevic, Vladimir M. Milovanovic, Mina Vaskovic Jovanovic, Milos Kojic, Nenad Filipovic
2024	J	`jnl`	A systematic review of deep learning applications in database query execution. J. Big Data Bogdan Milicevic, Zoran Babovic
2024	C	`conf`	AI-Driven Decision Support System for Heart Failure Diagnosis: INTELHEART Approach Towards Personalized Treatment Strategies. BIBE Smiljana Tomasevic, Andjela Blagojevic, Tijana Geroski, Gordana R. Jovicic, Bogdan Milicevic, Momcilo Prodanovic, Ilija Kamenko, Bojana Bajic, Stefan Simovic, Goran Davidovic, Dragana Ignjatovic Ristic, Andrej Preveden, Lazar U. Velicki, Arsen Ristic, Svetlana R. Apostolovic, Edin Dolicanin, Nenad Filipovic
2024	J	`jnl`	SGABU computational platform for multiscale modeling: Bridging the gap between education and research. Comput. Methods Programs Biomed. 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
2023	J	`jnl`	Cardiac hypertrophy simulations using parametric and echocardiography-based left ventricle model with shell finite elements. Comput. Biol. Medicine Bogdan Milicevic, Miljan Milosevic, Vladimir Simic, Danijela Trifunovic, Goran Stankovic, Nenad Filipovic, Milos Kojic
2023	C	`conf`	Optimization of Physics-Informed Neural Networks for Efficient Surrogate Modeling of Huxley's Muscle Model in Multi-Scale Finite Element Simulations. BIBE Bogdan Milicevic, Milos R. Ivanovic, Boban S. Stojanovic, Miljan Milosevic, Vladimir M. Milovanovic, Milos Kojic, Nenad Filipovic
2022	J	`jnl`	Huxley muscle model surrogates for high-speed multi-scale simulations of cardiac contraction. Comput. Biol. Medicine Bogdan Milicevic, Milos R. Ivanovic, Boban S. Stojanovic, Miljan Milosevic, Milos Kojic, Nenad Filipovic
2022	—	`conf`	Integration of Surrogate Huxley Muscle Model into Finite Element Solver for Simulation of the Cardiac Cycle. EMBC Bogdan Milicevic, Vladimir Simic, Miljan Milosevic, Milos R. Ivanovic, Boban S. Stojanovic, Milos Kojic, Nenad Filipovic
2022	J	`jnl`	SILICOFCM platform, multiscale modeling of left ventricle from echocardiographic images and drug influence for cardiomyopathy disease. Comput. Methods Programs Biomed. Nenad Filipovic, Tijana Sustersic, Miljan Milosevic, Bogdan Milicevic, Vladimir Simic, Momcilo Prodanovic, Srboljub Mijailovic, Milos Kojic
2021	C	`conf`	3D reconstruction and computational modeling of solid-fluid interaction in realistic heart model. BIBE Vladimir Simic, Miljan Milosevic, Igor Saveljic, Bogdan Milicevic, Nenad Filipovic, Milos Kojic
2021	C	`conf`	Computational model for simulation of left ventricle behaviour during heart beat. BIBE Miljan Milosevic, Bogdan Milicevic, Vladimir Simic, Vladimir Geroski, Nenad Filipovic, Milos Kojic
2021	J	`jnl`	Improved predictive performance of prostate biopsy collaborative group risk calculator when based on automated machine learning. Comput. Biol. Medicine Miroslav M. Stojadinovic, Bogdan Milicevic, Slobodan Jankovic
2021	C	`conf`	Semi-Automatic Left Ventricle Model Generation. BIBE Bogdan Milicevic, Miljan Milosevic, Vladimir Simic, Danijela Trifunovic, Nenad Filipovic, Milos Kojic
2019	C	`conf`	Smeared Finite Element Model of Heart Wall: Electrophysiology Coupled with Muscle Mechanics. BIBE Milos Kojic, Miljan Milosevic, Vladimir Simic, Bogdan Milicevic, Vladimir Geroski, Nenad Filipovic