Research Topic: Application of NLP to automated COSD in Ovarian cancer and other malignancies
Supervisors: Dr Serge Sharoff, Prof Geoff Hall
About Sarah: My undergraduate degree was in Information Systems and my MSc was in Data Science. Prior to the CDT starting I was working at Jet2.com as a Data Engineer.
Project description: The work proposed will apply NLP techniques to the automated extraction of structured data required for the completion of the COSD dataset from clinical, radiological, pathological and surgical records. The tool would guide the clinician to include critical features in the annotations and reports defined in a disease setting relevant manner providing interactive feedback in real-time to critical fields for which structured data has not been included or is unclear.