Carolina Magalhães has a bachelor's degree in Bioengineering (biomedical field) from Católica-Porto (Catholic University of Portugal) and a MSc in Biomedical Engineering from the Faculty of Engineering at the University of Porto (FEUP). At the moment, she is a PhD candidate in Biomedical Engineering at the Faculty of Engineering of the University of Porto (FEUP), having submitted her thesis, which is titled "Multispectral image decision support system for skin cancer", in July 2024. Her research interests include biomedical image analysis and processing, especially infrared medical images; the implementation of machine learning algorithms and their application to thermal data; and the biomedical applications of infrared thermography (IRT). She is a research fellow at INEGI (Institute of Science and Innovation in Mechanical and Industrial Engineering), studying the use of IRT on the assessment of upper-limb musculoskeletal disorders and skin cancer. In the past, she was part of the "Simplified" project research team, studying the cytotoxicity of biomaterials for an orthodontic implant. During the last year of her bachelor's degree, she was a junior researcher at the bioanalytical lab of the CBQF-Escola Superior de Biotecnologia-Católica Porto.