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Izabela Rojek

2 papers indexed

crossrefElectronics2025-11-28Cited by 4

The Global Importance of Machine Learning-Based Wearables and Digital Twins for Rehabilitation: A Review of Data Collection, Security, Edge Intelligence, Federated Learning, and Generative AI

Maciej Piechowiak, Aleksander Goch, Ewelina Panas, Jolanta Masiak, Dariusz Mikołajewski, Izabela Rojek, et al.

The convergence of wearable technologies and digital twin (DT) systems is transforming rehabilitation engineering, enabling continuous monitoring, personalized therapeutic interventions, and predictive modeling of patient recovery pathways. This review examines the growing role o…

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crossrefElectronics2024-11-15Cited by 4

Machine Learning Supporting Virtual Reality and Brain–Computer Interface to Assess Work–Life Balance Conditions for Employees

Dariusz Mikołajewski, Adrianna Piszcz, Izabela Rojek, Krzysztof Galas

The widespread adoption of the Industry 5.0 paradigm puts people and their applications at the center of attention and, with the increasing automation and robotization of work, the need for workers to acquire new, more advanced skills increases. The development of artificial inte…

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