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Since 1976, the Faculty of Mechanical Engineering from Kragujevac is a member of the University "Svetozar Markovic" of Kragujevac, now the University of Kragujevac. Since the foundation to the present, the Faculty has been intensively developing and still is developing with significant spatial, personnel and material recuperation.

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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 3551
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PreviewIssue DateTitleAuthor(s)
9798337358710.pdf.jpg2026AI-Enabled Workforce Management for Hybrid WorkplacesMehra, Preeti; Olga, Ergunova; Agrawal, Dr. Shyam Sunder; kansra, pooja; Stefanovic, Miladin
2023Implementation of Artificial Intelligence Algorithms in Biomedical Signals Processing as Support for Decision-Making in Spinal Diseases DiagnosisGeroski, Tijana; Kovacevic, Vojin; Rasulic, Lukas; Filipovic, Nenad
2023A Fully Automated Approach to Preprocessing and Segmentation of Coronary Arteries in X-ray Angiography ImagesPavić, Ognjen; Dašić, Lazar; Geroski, Tijana; Filipovic, Nenad
2023An Unsupervised Image Segmentation Workflow for Extraction of Left Coronary Artery from X-Ray Coronary AngiographyDašić, Lazar; Pavić, Ognjen; Geroski, Tijana; Filipovic, Nenad
2023Application of Ensemble Machine Learning for Classification Problems on Very Small DatasetsPavić, Ognjen; Dašić, Lazar; Geroski, Tijana; Stanojevic Pirkovic, Marijana; Milovanovic A.; Filipovic, Nenad
2023Application of Machine Learning Algorithms in Medical Data ProcessingGeroski, Tijana; Filipovic, Nenad
2023Ensemble machine learning as an approach for improvement of classification on very small datasetsPavić, Ognjen; Dašić, Lazar; Geroski, Tijana; Stanojevic Pirkovic, Marijana; Filipovic, Nenad
2023Predicting Discus Hernia from MRI Images Using Deep Transfer LearningGeroski, Tijana; Rankovic, Vesna; Milovanović, Vladimir; Kovacevic, Vojin; Rasulic, Lukas; Filipovic, Nenad
2023Convolutional Neural Network for Atherosclerotic Plaque Multiclass Semantic Image Segmentation in Transverse Ultrasound Images of Carotid ArteryDašić, Lazar; Pavić, Ognjen; Blagojevic, Andjela; Geroski, Tijana; Filipovic, Nenad
2023The Importance of Genetic and Clinical Data Features in Risk Stratification of Patients with Hypertrophic CardiomyopathyPavić, Ognjen; Dašić, Lazar; Geroski, Tijana; Blagojevic, Andjela; Filipovic, Nenad
2023SGABU Computational Platform as a Tool for Improved Education and Research in Multiscale ModellingGeroski, Tijana; Živković, Jelena; Christian, Hellmich; Exarchos, Themis; Van Oosterwyck, Hans; Jakovljevic, Professor Djordje; Ivanović, Miloš; Filipovic, Nenad
2023Transfer Learning with Deep Convolutional Neural Networks for Respiratory Disease Classification in X-Ray ImagesDašić, Lazar; Pavić, Ognjen; Geroski, Tijana; Milovanovic, Dragan; Petrović, Marina; Filipovic, Nenad
2023Filter-based Image Processing of Coronary Angiography Imaging Data of the Left Coronary ArteryDašić, Lazar; Pavić, Ognjen; Geroski, Tijana; Filipovic, Nenad
2023Nerve regeneration from an in-silico perspective – current and future approachesNikolić, Milica; Vulovic, Radun; Geroski, Tijana; Rasulic, Lukas; Filipovic, Nenad
2023RISK CLASSIFICATION FOR SUDDEN CARDIAC DEATH IN PATIENTS WITH HYPERTROPHIC CARDIOMYOPATHY BASED ON MACHINE LEARNING ALGORITHMSPavić, Ognjen; Dašić, Lazar; Geroski, Tijana; Vaskovic Jovanovic, Mina; Filipovic, Nenad
2023The Effect of Machine Learning Algorithms on the Prediction of Layer-by-Layer Coating PropertiesSustersic, Vanja; Gribova, Varvara; Nikolić, Milica; Philippe, Lavalle; Filipovic, Nenad; Vrana, Nihal Engin
diagnostics-13-03349.pdf.jpg2023Fractional Flow Reserve-Based Patient Risk ClassificationStanojević Pirković, Marijana; Pavić, Ognjen; Filipović, Filip; Saveljic I.; Geroski, Tijana; Exarchos, Themis; Filipovic, Nenad
2023Big Data in multiscale modelling: from medical image processing to personalized modelsGeroski, Tijana; Jakovljevic, Professor Djordje; Filipovic, Nenad
2024Extraction of Vocal Features as Biomarkers for Heart Failure DiagnosisGeroski, Tijana; Pavić, Ognjen; Dašić, Lazar; Filipovic, Nenad
2024Semantic Image Segmentation of Cell Volumes Using 3D U-Net Convolutional Neural NetworksDašić, Lazar; Barrasa Fano, Jorge; Pavić, Ognjen; Geroski, Tijana; Shapeti, Apeksha; Van Oosterwyck, Hans; Rankovic, Vesna; Filipovic, Nenad
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 3551
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Even this small part of the achieved results shows that the Faculty of mechanical Engineering from kragujevac is an institution rich in tradition and with impressive results, recognized in domestic and foreign circles.

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