Investigation of machine learning based network traffic classificationZhong Fan, Ran Liu|Unknown|2017Cited by 92
Development and prospective validation of postoperative pain prediction from preoperative EHR data using attention-based set embeddingsRan Liu, Patrick L. Purdon, Kishore Bharadwaj et al.|npj Digital Medicine|2023Cited by 21
Association of peripheral nerve blocks with increased postoperative pain and opioid use in orthopaedic surgery: a single-centre retrospective cohort studyAshley Chung, Patrick L. Purdon, Ran Liu et al.|British Journal of Anaesthesia|2025Cited by 19
Development and multicentre validation of the FLEX score: personalised preoperative surgical risk prediction using attention-based ICD-10 and Current Procedural Terminology set embeddingsRan Liu, Patrick L. Purdon, Ryan David Nipp et al.|British Journal of Anaesthesia|2024Cited by 8