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Zuzanna Anna Magnuska is a researcher and PhD student at Uniklinik RWTH Aachen since February 2018, focusing on artificial intelligence solutions for multimodal medical image processing. Zuzanna's experience includes managing research projects related to renal microvascular remodeling in chronic kidney disease and motion-model ultrasound localization microscopy for breast cancer diagnosis. Previous positions include research assistant roles on orthodontic implant integration and foam ceramic bone implants, as well as internships at Aptvision and Lodz University of Technology. Zuzanna holds a Doctor of Philosophy in Biomedical/Medical Engineering from RWTH Aachen University and has completed multiple degrees in the same field from esteemed institutions.