Guosong Wu

Biography

Guosong Wu is a CIHR postdoc fellow at the Centre for Health Informatics, Cumming School of Medicine, University of Calgary. He received his Ph.D. in Health Services Research at the Department of Critical Care Medicine, University of Calgary, focused on the development of indicators to assess the quality and safety of care. His research interests focus on the improvement of healthcare quality through machine learning-driven analytics of structured and unstructured Electronic Medical Records and administrative databases.

Publications

1.     Wu G, Cheligeer C, Southern DA, Martin EA, Xu Y, Leal J, Ellison J, Bush K, Williamson T, Quan H, Eastwood CA. Development of machine learning models for the detection of surgical site infections following total hip and knee arthroplasty: a multicenter cohort study. Antimicrobial Resistance & Infection Control. 2023 Sep 2;12(1):88.

2.     Wu G, Soo A, Ronksley P, Holroyd-Leduc J, Bagshaw SM, Wu Q, Quan H, Stelfox HT. A multicenter cohort study of falls among patients admitted to the ICU. Critical care medicine. 2021 Oct 25;50(5):810-8.

3.     Wu G, Cheligeer C, Brisson AM, Quan ML, Cheung WY, Brenner D, Lupichuk S, Teman C, Basmadjian RB, Popwich B, Xu Y. A New Method of Identifying Pathologic Complete Response After Neoadjuvant Chemotherapy for Breast Cancer Patients Using a Population-Based Electronic Medical Record System. Annals of Surgical Oncology. 2023 Apr;30(4):2095-103.

4.     Wu G, D'Souza AG, Quan H, Southern DA, Youngson E, Williamson T, Eastwood C, Xu Y. Validity of ICD-10 codes for COVID-19 patients with hospital admissions or ED visits in Canada: a retrospective cohort study. BMJ open. 2022 Jan 1;12(1):e057838.

5.     Wu G, Khair S, Yang F, Cheligeer C, Southern D, Zhang Z, Feng Y, Xu Y, Quan H, Williamson T, Eastwood CA. Performance of machine learning algorithms for surgical site infection case detection and prediction: A systematic review and meta-analysis. Annals of Medicine and Surgery. 2022 Nov 23:104956.

6.     Wu G, Eastwood C, Zeng Y, Quan H, Long Q, Zhang Z, Ghali WA, Bakal J, Boussat B, Flemons W, Forster A. Developing EMR-based algorithms to Identify hospital adverse events for health system performance evaluation and improvement: Study protocol. Plos one. 2022 Oct 5;17(10):e0275250.