Developing and Evaluating a Natural Language Processing Algorithm to Detect Insulin Pump and Continuous Glucose Monitor Use in Electronic Health Records of Patients with Type 1 Diabetes

By afschroeder • September 30, 2025

Everett E, Tiu RA, Zhu B, Feng J, Jackson N, Graham J, Ipp E, Mathioudakis N, Bui AAT, Moin T. Developing and Evaluating a Natural Language Processing Algorithm to Detect Insulin Pump and Continuous Glucose Monitor Use in Electronic Health Records of Patients with Type 1 Diabetes. Diabetes Technol Ther. 2025 Sep 29. doi: 10.1177/15209156251383828. Epub ahead of print. PMID: 41017336.

Tags: CGM, continuous glucose monitoring, DOM STAT, electronic medical record, Endocrinology, General Internal Medicine, Harbor UCLA, Insulin pump, natural language processing, NLP, Publications

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