Researchers



Results 21-40 of 160
Issue DateTitleAuthor(s)TypeМp-cat.
2025Multi-Purpose 3-Channel ECG and SCG Portable Sensory Device for Cardiac Diagnostics and MonitoringMarković, Nemanja; Geroski, Tijana  ; Jovanov, Emil; Filipovic, Nenad  Conference Paper
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2025Utilizing Fuzzy Logic for Enhanced Characterization of Ovarian TumorsBranković, Marija  ; Mirić, Ana  ; Geroski, Tijana  ; Živanović, Marko  ; Filipović, Nenad  Book parts
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2024Fuzzy-based characterization of ovarian tumorsBrankovic, Marija  ; Miric, Ana  ; Tijana Geroski  ; Zivanovic, Marko  ; Filipovic, Nenad  Conference Paper
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2024Comparison of Different Convolutional Neural Networks Utilizing Transfer Learning for Pneumothorax Segmentation from Whole Chest X-Ray Images and Extracted PatchesDašić, Lazar  ; Pavić, Ognjen  ; Geroski, Tijana  ; Vasković Jovanović, Mina  ; Filipović, Nenad  Book parts
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2024ROAD TRAFFIC ACCIDENTS PREDICTION USING MACHINE LEARNING METHODSRankovic, Vesna  ; Đonić, Andrija  ; Geroski, Tijana  Conference Paper
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2024Comparison of Different Convolutional Neural Networks Utilizing Transfer Learning for Pneumothorax Segmentation from Whole Chest X-Ray Images and Extracted PatchesDašić, Lazar  ; Pavić, Ognjen  ; Geroski, Tijana  ; Vaskovic Jovanovic, Mina  ; Filipovic, Nenad  Conference Paper
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2024Feature Selection for the Shear Stress Classification of Hip Implant Surface TopographiesVulovic, Aleksandra Z  ; Geroski, Tijana  ; Filipovic, Nenad D  Conference Paper
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2024From imaging to personalized 3D printed molds in cranioplastyGeroski, Tijana  ; Kovačević, Vojin  ; Nikolić, Dalibor  ; Filipović, Nenad  Article
22M22
2024Bridging the Gap: Physics-Driven Deep Learning for Heat Transfer Model of the Heart TissueGeroski, Tijana  ; Pavić, Ognjen  ; Dašić, Lazar  ; Filipović, Nenad  Book parts
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2024Extraction of Vocal Features as Biomarkers for Heart Failure DiagnosisGeroski, Tijana  ; Pavić, Ognjen  ; Dašić, Lazar  ; Filipovic, Nenad  Conference Paper
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2024The Importance of Genetic and Clinical Data Features in Risk Stratification of Patients with Hypertrophic CardiomyopathyPavić, Ognjen  ; Dašić, Lazar  ; Geroski, Tijana  ; Blagojević, Anđela  ; Filipović, Nenad  Book parts
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2024SoftLungX: leveraging transfer learning with convolutional neural networks for accurate respiratory disease classification in chest X-ray imagesGeroski, Tijana  ; Pavic, Ognjen  ; Dasic, Lazar  ; Milovanovic, Dragan  ; Petrovic, Marina  ; Filipovic, Nenad  Article
21a+M21a+
2024Prediction of Coronary Plaque Progression Using Data Mining and Artificial Neural NetworksSpahić, Lemana; Benolić, Leo; Qamar, Safi Ur Rehman  ; Simic, Vladimir  ; Miličević, Bogdan  ; Milošević, Miljan  ; Geroski, Tijana  ; Filipović, Nenad  Book parts
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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  Conference Paper
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2024Bridging the Gap Between Computational and Experimental 3d Cell Force CalculationBarrasa, Fano Jorge; Shapeti, Apeksha; Zivic, Andreja; Geroski, Tijana  ; Filipovic, Nenad  ; Sanz, Herrera Jose Antonio; Van, Oosterwyck HansArticle
22M22
2024Bridging the Gap: Physics-Driven Deep Learning for Heat Transfer ModelGeroski, Tijana  ; Pavić, Ognjen  ; Dašić, Lazar  ; Filipovic, Nenad  Conference Paper
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2024Convolutional Neural Network for Atherosclerotic Plaque Multiclass Semantic Image Segmentation in Transverse Ultrasound Images of Carotid ArteryDašić, Lazar  ; Pavić, Ognjen  ; Blagojević, Andjela  ; Geroski, Tijana  ; Filipović, Nenad  Book parts
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2024Prediction of Residential Real Estate Selling Prices in Serbia Using Artificial Neural NetworksMatić, Ljiljana  ; Rankovic, Vesna  ; Geroski, Tijana  ; Kalinić, Zoran  Conference Paper
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2024AI-Driven Decision Support System for Heart Failure Diagnosis: INTELHEART Approach Towards Personalized Treatment StrategiesTomasevic, Smiljana  ; Blagojevic, Andjela  ; Geroski, Tijana  ; Jovicic, Gordana  ; Milicevic, Bogdan  ; Prodanovic, Momcilo  ; Kamenko, Ilija  ; Bajic, Bojana  ; Simovic, Stefan  ; Davidovic, Goran  ;
Ristic, Dragana Ignjatovic  ; Preveden, Andrej  ; Velicki, Lazar  ; Ristic, Arsen  ; Apostolovic, Svetlana  ; Dolicanin, Edin  ; Filipovic, Nenad  ;
Conference Paper
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2024Artificial Intelligence Empowering Medical Image ProcessingGeroski, Tijana  ; Filipovic, Nenad  Book parts
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