ITU e-mail: gulsahyildiz@itu.edu.tr, Room: Electric Electronic Building 2420 I am a faculty member in the Department of Electronics and Communication Engineering at Istanbul Technical University (ITU), where I conduct my research at the Medical Device Research, Development, and Application Laboratory. My core expertise lies at the intersection of electromagnetic theory and biomedical engineering, specifically focusing on the development of microwave hyperthermia systems for cancer treatment. My current research focuses on personalizing thermal therapies through AI-driven optimization, including the use of Deep Learning (CNNs, Transformers) for E-field and temperature distribution prediction. In addition to microwave therapies, I am actively working on medical ultrasound technologies and therapeutic systems designed to address critical clinical needs.