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A Quantitative Framework for Evaluating the Performance of Algorithm-Directed Whole-Population Remote Patient Monitoring: Tutorial for Type 1 Diabetes Care.

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Title: A Quantitative Framework for Evaluating the Performance of Algorithm-Directed Whole-Population Remote Patient Monitoring: Tutorial for Type 1 Diabetes Care.
Authors: Kurtzig J; Division of Endocrinology, Department of Pediatrics, Stanford Medicine, 291 Campus Drive, Stanford, CA, 94305, United States, 1 (650) 7211300., Addala A; Division of Endocrinology, Department of Pediatrics, Stanford Medicine, 291 Campus Drive, Stanford, CA, 94305, United States, 1 (650) 7211300.; Stanford Diabetes Research Center, Stanford University, Stanford, CA, United States., Bishop FK; Division of Endocrinology, Department of Pediatrics, Stanford Medicine, 291 Campus Drive, Stanford, CA, 94305, United States, 1 (650) 7211300., Dupenloup P; Department of Management Science and Engineering, Stanford University, Stanford, CA, United States., Ferstad JO; Department of Management Science and Engineering, Stanford University, Stanford, CA, United States., Johari R; Department of Management Science and Engineering, Stanford University, Stanford, CA, United States., Maahs DM; Division of Endocrinology, Department of Pediatrics, Stanford Medicine, 291 Campus Drive, Stanford, CA, 94305, United States, 1 (650) 7211300.; Stanford Diabetes Research Center, Stanford University, Stanford, CA, United States., Prahalad P; Division of Endocrinology, Department of Pediatrics, Stanford Medicine, 291 Campus Drive, Stanford, CA, 94305, United States, 1 (650) 7211300.; Stanford Diabetes Research Center, Stanford University, Stanford, CA, United States., Zaharieva DP; Division of Endocrinology, Department of Pediatrics, Stanford Medicine, 291 Campus Drive, Stanford, CA, 94305, United States, 1 (650) 7211300.; Stanford Diabetes Research Center, Stanford University, Stanford, CA, United States., Scheinker D; Division of Endocrinology, Department of Pediatrics, Stanford Medicine, 291 Campus Drive, Stanford, CA, 94305, United States, 1 (650) 7211300.; Stanford Diabetes Research Center, Stanford University, Stanford, CA, United States.; Department of Management Science and Engineering, Stanford University, Stanford, CA, United States.; Clinical Excellence Research Center, Stanford University, Stanford, CA, United States.; Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States.
Source: JMIR diabetes [JMIR Diabetes] 2026 Mar 25; Vol. 11, pp. e72676. Date of Electronic Publication: 2026 Mar 25.
Publication Type: Journal Article
Journal Info: Publisher: JMIR Publications Inc Country of Publication: Canada NLM ID: 101719410 Publication Model: Electronic Cited Medium: Internet ISSN: 2371-4379 (Electronic) Linking ISSN: 23714379 NLM ISO Abbreviation: JMIR Diabetes Subsets: PubMed not MEDLINE
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  Data: <searchLink fieldCode="AU" term="%22Kurtzig+J%22">Kurtzig J</searchLink>; Division of Endocrinology, Department of Pediatrics, Stanford Medicine, 291 Campus Drive, Stanford, CA, 94305, United States, 1 (650) 7211300.<br /><searchLink fieldCode="AU" term="%22Addala+A%22">Addala A</searchLink>; Division of Endocrinology, Department of Pediatrics, Stanford Medicine, 291 Campus Drive, Stanford, CA, 94305, United States, 1 (650) 7211300.; Stanford Diabetes Research Center, Stanford University, Stanford, CA, United States.<br /><searchLink fieldCode="AU" term="%22Bishop+FK%22">Bishop FK</searchLink>; Division of Endocrinology, Department of Pediatrics, Stanford Medicine, 291 Campus Drive, Stanford, CA, 94305, United States, 1 (650) 7211300.<br /><searchLink fieldCode="AU" term="%22Dupenloup+P%22">Dupenloup P</searchLink>; Department of Management Science and Engineering, Stanford University, Stanford, CA, United States.<br /><searchLink fieldCode="AU" term="%22Ferstad+JO%22">Ferstad JO</searchLink>; Department of Management Science and Engineering, Stanford University, Stanford, CA, United States.<br /><searchLink fieldCode="AU" term="%22Johari+R%22">Johari R</searchLink>; Department of Management Science and Engineering, Stanford University, Stanford, CA, United States.<br /><searchLink fieldCode="AU" term="%22Maahs+DM%22">Maahs DM</searchLink>; Division of Endocrinology, Department of Pediatrics, Stanford Medicine, 291 Campus Drive, Stanford, CA, 94305, United States, 1 (650) 7211300.; Stanford Diabetes Research Center, Stanford University, Stanford, CA, United States.<br /><searchLink fieldCode="AU" term="%22Prahalad+P%22">Prahalad P</searchLink>; Division of Endocrinology, Department of Pediatrics, Stanford Medicine, 291 Campus Drive, Stanford, CA, 94305, United States, 1 (650) 7211300.; Stanford Diabetes Research Center, Stanford University, Stanford, CA, United States.<br /><searchLink fieldCode="AU" term="%22Zaharieva+DP%22">Zaharieva DP</searchLink>; Division of Endocrinology, Department of Pediatrics, Stanford Medicine, 291 Campus Drive, Stanford, CA, 94305, United States, 1 (650) 7211300.; Stanford Diabetes Research Center, Stanford University, Stanford, CA, United States.<br /><searchLink fieldCode="AU" term="%22Scheinker+D%22">Scheinker D</searchLink>; Division of Endocrinology, Department of Pediatrics, Stanford Medicine, 291 Campus Drive, Stanford, CA, 94305, United States, 1 (650) 7211300.; Stanford Diabetes Research Center, Stanford University, Stanford, CA, United States.; Department of Management Science and Engineering, Stanford University, Stanford, CA, United States.; Clinical Excellence Research Center, Stanford University, Stanford, CA, United States.; Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States.
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