Optimization of the adaptability of clinical information extraction systems: deep learning and use of feedback propagation techniques. University of Antwerp
Large amounts of unstructured medical data (for example clinical notes) are today available, which offers opportunities for optimization of healthcare quality and patient security. Although Natural Language Processing technology already offers great tools and solutions to automate the processing of medical documents, performance of this technology often decreases with changes of the extraction context (medical specialty, hospital, physician's ...