Researchers

Results 161-180 of 924
Issue DateTitleAuthor(s)TypeМp-cat.
2023Transfer Learning with Deep Convolutional Neural Networks for Respiratory Disease Classification in X-ray ImagesDašić, Lazar  ; Pavić, Ognjen  ; Tijana Geroski  ; Milovanović, Dragan  ; Petrović, Marina  ; Filipović, Nenad  Other
Mp. category will be shown later
2023Prediction of Development of Cancer Stem Cell Subpopulation by Machine Learning ModelDalibor Nikolić  ; Biljana Ljujić  ; Amra Ramović Hamzagić; Marina Gazdić Janković  ; Ana Mirić  ; Katarina Virijević  ; Dragana Šeklić  ; Milena Jovanović; Nikolina Kastratović  ; Ivica Petrović  ;
Vladimir Jurišić  ; Nevena Milivojević  ; Marko Živanović  ; Nenad Filipović  ;
Other
Mp. category will be shown later
2023The Effect of Machine Learning Algorithms on the Prediction of Layer-by-Layer Coating PropertiesTijana Šušteršič  ; Varvara Gribova; Milica Nikolic  ; Lavalle Philippe; Nenad Filipovic  ; Nihal Engin VranaArticle
21M21
2023Influence of cytostatics on relative gene expression in redox status, apoptosis and migration colorectal carcinoma model systemJelena Pavić, N.  ; Marko Živanović, N.  ; Katarina Virijević, D.  ; Irena Tanasković, D.; Vesna Stanković, D.; Nebojša Marić, T.; Danijela Cvetković, M.  ; Nenad Filipović, D.  Article
24M24
2023Nerve regeneration from an in silico perspective – current and future approachesNikolić, Milica  ; Vulović, Radun  ; Geroski, Tijana  ; Rasulić, Lukas; Filipović, Nenad  Other
Mp. category will be shown later
2023Implementation of Artificial Intelligence Algorithms in Biomedical Signals Processing as Support for Decision-Making in Spinal Diseases DiagnosisTijana Geroski  ; Kovačević, Vojin  ; Rasulić, Lukas  ; Ranković, Vesna  ; Filipović, Nenad  Conference Paper
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2023Finite Element Analysis of Patient-Specific Heart Model with Simulated Aortic StenosisTomasevic, Smiljana  ; Saveljic, Igor  ; Velicki, Lazar  ; Exarchos, Themis; Filipovic, Nenad  Conference Paper
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2023Nerve regeneration from an in-silico perspective – current and future approachesNikolić, Milica  ; Vulovic, Radun  ; Geroski, Tijana  ; Rasulic, Lukas; Filipovic, Nenad  Conference Paper
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2023Application of Machine Learning for Segmentation of the Pulmonary Acinus Imaged by Synchrotron X-Ray TomographyArsić, Branko  ; Saveljic, Igor  ; Henry, Frank S; Filipovic, Nenad  ; Tsuda, AkiraArticle
21M21
2023Abdominal aortic aneurysm volume and relative intraluminal thrombus volume might be auxiliary predictors of rupture—an observational cross-sectional studyKončar, I.  ; Nikolić, Dalibor  ; Milosević, Z.; Bogavac-Stanojević, Nataša  ; Ilić, N.; Dragaš, M.; Sladojević, M.; Marković, M.  ; Vujčić, A.; Filipović, N.  ;
Davidović, L. ;
Article
22M22
2023Sacubitril/valsartan reverses cardiac structure and function in experimental model of hypertension-induced hypertrophic cardiomyopathyJovana Jeremic  ; Jovana Bradic  ; Isidora Milosavljevic  ; Ivan Srejovic  ; Vladimir Zivkovic  ; Nevena Jeremic  ; Tamara Nikolic Turnic; Irena Tanaskovic  ; Stefani Bolevich; Vladimir Jakovljevic;
Sergey Bolevich; Marko N Zivanovic  ; Nduka Okwose; Dragana Seklic  ; Nevena Milivojevic  ; Jelena Grujic  ; Lazar Velicki  ; Guy MacGowan; Djordje G Jakovljevic; Nenad Filipovic  ;
Article
22M22
2023Application of Ensemble Machine Learning for Classification Problems on Very Small DatasetsOgnjen Pavić  ; Lazar Dašić  ; Tijana Geroski  ; Marijana Stanojević Pirković; Aleksandar Milovanović  ; Nenad Filipović  Conference Paper
Mp. category will be shown later
2023Big Data in multiscale modelling: from medical image processing to personalized modelsGeroski, Tijana  ; Jakovljevic, Djordje G; Filipovic, Nenad D  Article
21a+M21a+
2023Data-driven and Physics-informed Muscle Model Surrogates for Cardiac Cycle SimulationsMilicevic, Bogdan  ; Ivanovic, Milos  ; Stojanovic, Boban  ; Milosevic, Miljan  ; Simic, Vladimir  ; Kojic, Milos ; Filipovic, Nenad  Conference Paper
Mp. category will be shown later
2023Designing, Optimising and Fabricating of Microfluidic Devices, Based on Topology Optimisation and 3D PrintingNikolić, Dalibor  ; Milivojević, Nevena  ; Mirić, Ana  ; Živanović, Marko  ; Filipović, Nenad  Conference Paper
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2023SGABU Computational Platform as a Tool for Improved Education and Research in Multiscale ModellingGeroski, Tijana  ; Živković, Jelena; Christian Hellmich; Hans Van Oosterwyck; Jakovljević, Đorđe; Ivanović, Miloš  ; Filipović, Nenad  Conference Paper
Mp. category will be shown later
2023Machine learning in medical image processing – from medical images to automated diagnosisTijana Geroski  ; Pavić, Ognjen  ; Dašić, Lazar  ; Petrović, Marina  ; Milovanović, Dragan  ; Filipović, Nenad  Conference Paper
Mp. category will be shown later
2023Predicting Discus Hernia from MRI Images Using Deep Transfer LearningTijana Geroski  ; Ranković, Vesna  ; Milovanović, Vladimir  ; Kovačević, Vojin  ; Rasulić, Lukas  ; Filipović, Nenad  Conference Paper
Mp. category will be shown later
2023Ensemble machine learning as an approach for improvement of classification on very small datasetsPavić, Ognjen  ; Dašić, Lazar  ; Tijana Geroski  ; Pirković, Stanojević Marijana  ; Filipović, Nenad  Conference Paper
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2023Cardiac hypertrophy simulations using parametric and echocardiography-based left ventricle model with shell finite elementsMilićević, Bogdan  ; Milošević, Miljan  ; Simić, Vladimir  ; Trifunović, Danijela  ; Stanković, Goran  ; Filipović, Nenad  ; Kojić, MilošArticle
21a+M21a+