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Welcome to the Clarity- And Virtue-guided Algorithms Laboratory. We are interested in improving the interpretability and fairness of predictive models deployed in healthcare settings. We create and study algorithms that can embed these notions when learning from health data.

The Cava laboratory is part of the Computational Health Informatics Program at Boston Children’s Hospital and Harvard Medical School.

Join the Team!

We’re new, and growing. If you’re looking to do a post-doc, graduate studies, or undergraduate research at the intersection of interpretability, fairness, and health informatics, see the opportunities here.