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Medical Care|February 25, 2026
Validating ICD-10 Algorithms for Identifying Patient Safety Indicators Through 10,655 Charts ReviewGuosong Wu, Jie Pan, Danielle A Southern, et al.
BMJ Open Quality|April 17, 2024
Achieving high inter-rater reliability in establishing data labels: a retrospective chart review studyGuosong Wu, Cathy Eastwood, Natalie Sapiro, et al.
BMJ Health & Care Informatics|May 13, 2025
Assessing the validity of ICD-10 administrative data in coding comorbiditiesJie Pan, Seungwon Lee, Cheligeer Cheligeer, et al.
Annals of Medicine and Surgery (2012)|December 30, 2022
Performance of machine learning algorithms for surgical site infection case detection and prediction: A systematic review and meta-analysisGuosong Wu, Shahreen Khair, Fengjuan Yang, et al.
Antimicrobial Resistance and Infection Control|September 1, 2023
Development of machine learning models for the detection of surgical site infections following total hip and knee arthroplasty: a multicenter cohort studyGuosong Wu, Cheligeer Cheligeer, Danielle A Southern, et al.
Journal of the American Medical Informatics Association : JAMIA|March 19, 2025
Utilizing large language models for detecting hospital-acquired conditions: an empirical study on pulmonary embolismCheligeer Cheligeer, Danielle A Southern, Jun Yan, et al.
Computers in Biology and Medicine|April 8, 2025
Integrating large language models with human expertise for disease detection in electronic health recordsJie Pan, Seungwon Lee, Cheligeer Cheligeer, et al.
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