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I'm a visiting scholar at the UMCG, as well as I am pursuing my Ph.D. with a research focus on machine learning and deep learning in the clinical domain. I obtained my bachelor's degree in software engineering and my MSc degree in computer engineering, focusing on human-computer interaction and usability. My current research focuses on improving clinical outcomes predictions using AI models. My study aims to predict the mortality, length of stay, and hospital readmission of patients in the emergency department using the Acutelines dataset with machine learning and deep learning models.