Izabela Rojek
Papers
8
Total Citations
190
H-Index
6
About
Izabela Rojek is a pioneering researcher at the intersection of artificial intelligence, 3D printing, and biomedical engineering, with a focus on creating intelligent, human-centered solutions for Industry 4.0 and 5.0. Her major contributions lie in optimizing 3D-printed medical devices—particularly hand and elbow exoskeletons—using AI-driven methods to enhance rehabilitation outcomes. Her most cited work, "AI-Optimized Technological Aspects of the Material Used in 3D Printing Processes for Selected Medical Applications" (105 citations), demonstrates how neural networks can tailor material parameters for patient-specific devices, reducing waste and improving performance. Rojek’s research also advances sustainable production, as seen in her 2022 review on Industry 4.0 (26 citations), and extends into machine learning for virtual reality and brain-computer interfaces to assess work-life balance. Her innovative concepts, such as the Bydgostian hand exoskeleton, showcase her commitment to accessible, personalized rehabilitation. With a growing portfolio of impactful studies, Rojek is shaping the future of smart manufacturing and assistive technology, bridging AI with real-world biomedical applications.
Research Focus
Key Achievements
Top Papers
- 1
- 2Modern approach to sustainable production in the context of Industry 4.026 citations · 2022
- 33D Printed Hand Exoskeleton - Own Concept17 citations · 2019
- 4Bydgostian hand exoskeleton – own concept and the biomedical factors12 citations · 2019
- 5
- 6Hand Exoskeleton—Development of Own Concept10 citations · 2023
- 7
- 8