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Št. zadetkov: 2
Handwritten character recognition using deep learning on a mobile device
Marija Koshtrevska, Veljko Pejović
Diplomsko delo
Oznake: handwritten character recognition;on-device training;model personalization;deep learning;computer and information science;diploma thesis;
Adapting handwritten character recognition models to the unique writing styles of individual users presents a significant challenge. To address this, we developed a comprehensive system that enables on-device personalization. The system integrates a custom Android application for structured data ...
Leto: 2025 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Privacy-preserving adaptive arrhythmia monitoring with wearable ECG, smartphone PPG, and federated on-device learning
Aneta Kartali, Marija Koshtrevska, Stevan Jokić, Nenad Gligorić, Octavian-Mihai Machidon
Izvirni znanstveni članek
Oznake: spremljanje aritmij;federativno učenje;mobilno zdravje;umetna inteligenca na napravi;fotopletizmografija;zdravstveno varstvo z ohranjanjem zasebnosti;samonadzorovano učenje;nosljivi EKG;arrhythmia monitoring;federated learning;mobile health;on-device AI;PPG;privacy-preserving healthcare;self-supervised learning;wearable ECG;
Introduction: Wearable electrocardiography (ECG) and smartphone technology create new opportunities for arrhythmia monitoring outside clinical environments. However, deployable mobile cardiac systems must address more than just classification accuracy. They must reliably acquire physiological signal ...
Leto: 2026 Vir: Fakulteta za računalništvo in informatiko (UL FRI)
Št. zadetkov: 2
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