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Zoran Bosnić

3 papers indexed

crossrefMathematics2025-11-08

Machine Learning for Enabling High-Data-Rate Secure Random Communication: SVM as the Optimal Choice over Others

Areeb Ahmed, Zoran Bosnić

Machine learning (ML) has become a key ingredient in revolutionizing the physical layer security of next-generation devices across Industry 4.0, healthcare, and communication networks. Many conventional and unconventional communication architectures now incorporate ML algorithms…

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zenodoConference paper2025-04-08

Risk Stratification and Early Diagnosis of Heart Failure

Borut Flis, Petar Vračar, Matej Pičulin, Djordje Jakovljević, Nenad Filipović, Zoran Bosnić

Heart failure (HF) affects over 64.3 million people worldwide. As a part of the StratifyHF project, we developed a decision support system (DSS) to enhance HF prediction and diagnosis through machine learning (ML) approaches. The DSS comprises two modules: Early diagnosis and Ris…

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