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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.

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Title: 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.
Authors: Everett E; Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA.; Division of General Internal Medicine & Health Sciences Research, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA.; Department of Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA., Tiu RA; David Geffen School of Medicine, University of California, Los Angeles, California, USA., Zhu B; Medical & Imaging Informatics (MII) Group, Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA., Feng J; Medical & Imaging Informatics (MII) Group, Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA., Jackson N; Division of General Internal Medicine & Health Sciences Research, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA., Graham J; The Lundquist Institute, Harbor-UCLA Medical Center, Torrance, California, USA., Ipp E; The Lundquist Institute, Harbor-UCLA Medical Center, Torrance, California, USA., Mathioudakis N; Division of Endocrinology, Diabetes, & Metabolism, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA., Bui AAT; Medical & Imaging Informatics (MII) Group, Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA., Moin T; Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA.; Division of General Internal Medicine & Health Sciences Research, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA.; Department of Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA.
Source: Diabetes technology & therapeutics [Diabetes Technol Ther] 2026 Apr; Vol. 28 (4), pp. 319-326. Date of Electronic Publication: 2025 Sep 29.
Publication Type: Journal Article
Journal Info: Publisher: Mary Ann Liebert, Inc Country of Publication: United States NLM ID: 100889084 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1557-8593 (Electronic) Linking ISSN: 15209156 NLM ISO Abbreviation: Diabetes Technol Ther Subsets: MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Everett+E%22">Everett E</searchLink>; Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA.; Division of General Internal Medicine & Health Sciences Research, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA.; Department of Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA.<br /><searchLink fieldCode="AU" term="%22Tiu+RA%22">Tiu RA</searchLink>; David Geffen School of Medicine, University of California, Los Angeles, California, USA.<br /><searchLink fieldCode="AU" term="%22Zhu+B%22">Zhu B</searchLink>; Medical & Imaging Informatics (MII) Group, Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA.<br /><searchLink fieldCode="AU" term="%22Feng+J%22">Feng J</searchLink>; Medical & Imaging Informatics (MII) Group, Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA.<br /><searchLink fieldCode="AU" term="%22Jackson+N%22">Jackson N</searchLink>; Division of General Internal Medicine & Health Sciences Research, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA.<br /><searchLink fieldCode="AU" term="%22Graham+J%22">Graham J</searchLink>; The Lundquist Institute, Harbor-UCLA Medical Center, Torrance, California, USA.<br /><searchLink fieldCode="AU" term="%22Ipp+E%22">Ipp E</searchLink>; The Lundquist Institute, Harbor-UCLA Medical Center, Torrance, California, USA.<br /><searchLink fieldCode="AU" term="%22Mathioudakis+N%22">Mathioudakis N</searchLink>; Division of Endocrinology, Diabetes, & Metabolism, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.<br /><searchLink fieldCode="AU" term="%22Bui+AAT%22">Bui AAT</searchLink>; Medical & Imaging Informatics (MII) Group, Department of Radiological Sciences, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, California, USA.<br /><searchLink fieldCode="AU" term="%22Moin+T%22">Moin T</searchLink>; Division of Endocrinology, Diabetes & Metabolism, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA.; Division of General Internal Medicine & Health Sciences Research, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California, USA.; Department of Medicine, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA.
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  Data: <searchLink fieldCode="JN" term="%22100889084%22">Diabetes technology & therapeutics</searchLink> [Diabetes Technol Ther] 2026 Apr; Vol. 28 (4), pp. 319-326. <i>Date of Electronic Publication: </i>2025 Sep 29.
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              Text: 2026 Apr
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