Diabetes-specific EHR Improvements

Machine Learning–Based Prediction for High Health Care Utilizers by Using a Multi-Institutional Diabetes Registry: Model Training and Evaluation

Joshua Kuan Tan, Le Quan, Nur Nasyitah Mohamed Salim, Jen Hong Tan, Su-Yen Goh, Julian Thumboo, Yong Mong Bee

JMIR AI 2024 (Oct 17); 3:e58463

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Exploring the User Acceptability and Feasibility of a Clinical Decision Support Tool Designed to Facilitate Timely Diagnosis of New-Onset Type 1 Diabetes in Children: Qualitative Interview Study Among General Practitioners

Chiara Beccia, Barbara Hunter, Jo-Anne Manski-Nankervis, Mary White

JMIR Form Res 2024 (Sep 23); 8:e60411

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The Development of an Electronic Medical Record System to Improve Quality of Care for Individuals With Type 1 Diabetes in Rwanda: Qualitative Study

Nathalie Bille, Dirk Lund Christensen, Stine Byberg, Michael Calopietro, Crispin Gishoma, Sarah Fredsted Villadsen

JMIR Diabetes 2024 (Sep 20); 9:e52271

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Recommendations to Address Barriers to Patient Portal Use Among Persons With Diabetes Seeking Care at Community Health Centers: Interview Study With Patients and Health Care Providers

Samuel Akyirem, Julie Wagner, Helen N Chen, Joanna Lipson, Maritza Minchala, Karina Cortez, Robin Whittemore

JMIR Diabetes 2024 (Sep 16); 9:e58526

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A Machine Learning Model for Risk Stratification of Postdiagnosis Diabetic Ketoacidosis Hospitalization in Pediatric Type 1 Diabetes: Retrospective Study

Devika Subramanian, Rona Sonabend, Ila Singh

JMIR Diabetes 2024 (Aug 07); 9:e53338

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Effects of a Patient Portal Intervention to Address Diabetes Care Gaps: Protocol for a Pragmatic Randomized Controlled Trial

Amber J Hackstadt, Tom A Elasy, Sapna Gangaputra, Kryseana J Harper, Lindsay S Mayberry, Lyndsay A Nelson, Neeraja B Peterson, S Trent Rosenbloom, Zhihong Yu, William Martinez

JMIR Res Protoc 2024 (Jun 28); 13:e56123

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Assessing the Utility, Impact, and Adoption Challenges of an Artificial Intelligence–Enabled Prescription Advisory Tool for Type 2 Diabetes Management: Qualitative Study

Sungwon Yoon, Hendra Goh, Phong Ching Lee, Hong Chang Tan, Ming Ming Teh, Dawn Shao Ting Lim, Ann Kwee, Chandran Suresh, David Carmody, Du Soon Swee, Sarah Ying Tse Tan, Andy Jun-Wei Wong, Charlotte Hui-Min Choo, Zongwen Wee, Yong Mong Bee

JMIR Hum Factors 2024 (Jun 13); 11:e50939

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Deriving Treatment Decision Support From Dutch Electronic Health Records by Exploring the Applicability of a Precision Cohort–Based Procedure for Patients With Type 2 Diabetes Mellitus: Precision Cohort Study

Xavier Pinho, Willemijn Meijer, Albert de Graaf

Online J Public Health Inform 2024 (May 01); 16:e51092

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Implementation of an Electronic Clinical Decision Support System for the Early Recognition and Management of Dysglycemia in an Inpatient Mental Health Setting Using CogStack: Protocol for a Pilot Hybrid Type 3 Effectiveness-Implementation Randomized Controlled Cluster Trial

Dipen Patel, Yamiko Joseph Msosa, Tao Wang, Julie Williams, Omar G Mustafa, Siobhan Gee, Barbara Arroyo, Damian Larkin, Trevor Tiedt, Angus Roberts, Richard J B Dobson, Fiona Gaughran

JMIR Res Protoc 2024 (Apr 05); 13:e49548

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Care Partner Engagement in Secure Messaging Between Patients With Diabetes and Their Clinicians: Cohort Study

Wagahta Semere, Andrew J Karter, Courtney R Lyles, Mary E Reed, Leah Karliner, Celia Kaplan, Jennifer Y Liu, Jennifer Livaudais-Toman, Dean Schillinger

JMIR Diabetes 2024 (Feb 09); 9:e49491

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Diabetes Life Expectancy Prediction Model Inputs and Results From Patient Surveys Compared With Electronic Health Record Abstraction: Survey Study

Sean Bernstein, Sarah Gilson, Mengqi Zhu, Aviva G Nathan, Michael Cui, Valerie G Press, Sachin Shah, Parmida Zarei, Neda Laiteerapong, Elbert S Huang

JMIR Aging 2023 (Nov 09); 6:e44037

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Optimal Look-Back Period to Identify True Incident Cases of Diabetes in Medical Insurance Data in the Chinese Population: Retrospective Analysis Study

Wenyi Yang, Baohua Wang, Shaobo Ma, Jingxin Wang, Limei Ai, Zhengyu Li, Xia Wan

JMIR Public Health Surveill 2023 (Nov 06); 9:e46708

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Social Determinants of Health Documentation in Structured and Unstructured Clinical Data of Patients With Diabetes: Comparative Analysis

Shivani Mehta, Courtney R Lyles, Anna D Rubinsky, Kathryn E Kemper, Judith Auerbach, Urmimala Sarkar, Laura Gottlieb, William Brown III

JMIR Med Inform 2023 (Aug 22); 11:e46159

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Secure Messaging for Diabetes Management: Content Analysis

Stephanie A Robinson, Mark Zocchi, Carolyn Purington, Linda Am, Kathryn DeLaughter, Varsha G Vimalananda, Dane Netherton, Arlene S Ash, Timothy P Hogan, Stephanie L Shimada

JMIR Diabetes 2023 (Mar 23); 8:e40272

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Effectiveness of a Diabetes-Focused Electronic Discharge Order Set and Postdischarge Nursing Support Among Poorly Controlled Hospitalized Patients: Randomized Controlled Trial

Audrey White, David Bradley, Elizabeth Buschur, Cara Harris, Jacob LaFleur, Michael Pennell, Adam Soliman, Kathleen Wyne, Kathleen Dungan

JMIR Diabetes 2022 (Jul 26); 7(3):e33401

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Predicting Risk of Hypoglycemia in Patients With Type 2 Diabetes by Electronic Health Record–Based Machine Learning: Development and Validation

Hao Yang, Jiaxi Li, Siru Liu, Xiaoling Yang, Jialin Liu

JMIR Med Inform 2022 (Jun 16); 10(6):e36958

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Identifying Patients With Hypoglycemia Using Natural Language Processing: Systematic Literature Review

Yaguang Zheng, Victoria Vaughan Dickson, Saul Blecker, Jason M Ng, Brynne Campbell Rice, Gail D’Eramo Melkus, Liat Shenkar, Marie Claire R Mortejo, Stephen B Johnson

JMIR Diabetes 2022 (May 16); 7(2):e34681

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Constructing an Adapted Cascade of Diabetes Care Using Inpatient Admissions Data: Cross-sectional Study

Irene Ryan, Cynthia Herrick, Mary F E Ebeling, Randi Foraker

JMIR Diabetes 2022 (Mar 25); 7(1):e27486

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Small Practices, Big (QI) Dreams: Customizing Quality Improvement (QI) Efforts for Under-Resourced Primary Care Practices to Improve Diabetes Disparities

Sahnah Lim, Nadia S Islam

JMIR Diabetes 2022 (Mar 18); 7(1):e23844

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A Behavioral Economics–Electronic Health Record Module to Promote Appropriate Diabetes Management in Older Adults: Protocol for a Pragmatic Cluster Randomized Controlled Trial

Hayley M Belli, Andrea B Troxel, Saul B Blecker, Judd Anderman, Christina Wong, Tiffany R Martinez, Devin M Mann

JMIR Res Protoc 2021 (Oct 27); 10(10):e28723

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