SVM with entropy regularization and particle swarm optimization for identifying children's health and socioeconomic determinants of education attainments using linked datasets. - Shang-Ming Zhou; Ronan A. Lyons; Owen Bodger; Joanne C. Demmler; Mark D. Atkinson (IJCNN, 2010)

HERALD (Health Economics using Routine Anonymised Linked Data). - Muhammad J. Husain; Sinead Brophy; Steven Macey; Leila M. Pinder; Mark D. Atkinson; Roxanne Cooksey; Ceri J. Phillips; Stefan Siebert 002 (BMC Medical Informatics Decis. Mak., 2012)

Mining textual data from primary healthcare records: Automatic identification of patient phenotype cohorts. - Shang-Ming Zhou; Muhammad A. Rahman; Mark D. Atkinson; Sinead Brophy (IJCNN, 2014)

Development of an algorithm for determining smoking status and behaviour over the life course from UK electronic primary care records. - Mark D. Atkinson; Jonathan I. Kennedy; Ann John; Keir Edward Lewis; Ronan A. Lyons; Sinead Brophy (BMC Medical Informatics Decis. Mak., 2017)