The Health-NLP Lab at the University of Tuebingen and Brown University specialises in the analysis and hermeneutics of clinical data to support biomedical research, teaching, and patient care. A special focus is placed on processing large amounts of data that exceed manual capacities. The institute's staff develop and refine data-driven methods of machine learning, language processing, and information retrieval for this purpose.