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Cecília received her MSc in biomedical engineering from Instituto Superior Técnico in 2012. Her master's project in INESC-ID Lisboa was related to class imbalance in classification tasks, in particular the prognosis of Alzheimer's Disease dementia. Following class imbalance, she joined Feedzai to work on fraud detection. In March 2015, she joined PhySense to work on clinical decision with decision trees, under the orientation of Oscar Camara and Anders Jonsson.