Electronic Health Records

Digital Health Data Quality Issues: Systematic Review

Rehan Syed , Rebekah Eden , Tendai Makasi , Ignatius Chukwudi , Azumah Mamudu , Mostafa Kamalpour , Dakshi Kapugama Geeganage , Sareh Sadeghianasl , Sander J J Leemans , Kanika Goel , Robert Andrews , Moe Thandar Wynn , Arthur ter Hofstede , Trina Myers

J Med Internet Res 2023;25:e42615

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A Description of Personal Health Information Management Work With a Spotlight on the Practices of Older Adults: Qualitative e-Delphi Study With Professional Organizers

Deborah E Seale , Cynthia M LeRouge , Malgorzata Kolotylo-Kulkarni

J Med Internet Res 2023;25:e42330

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Usability and Acceptability of Electronic Immunization Registry Data Entry Workflows From the Health Care Worker Perspective in Siaya, Kenya (Part 3): Pre-Post Study

Rachel Wittenauer , Samantha B Dolan , Anne Njoroge , Penina Onyango , George Owiso , Peter Rabinowitz , Nancy Puttkammer

JMIR Form Res 2023;7:e39383

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No-show Prediction Model Performance Among People With HIV: External Validation Study

Joseph A Mason , Eleanor E Friedman , Juan C Rojas , Jessica P Ridgway

J Med Internet Res 2023;25:e43277

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Machine Learning Approaches for Predicting Psoriatic Arthritis Risk Using Electronic Medical Records: Population-Based Study

Leon Tsung-Ju Lee , Hsuan-Chia Yang , Phung Anh Nguyen , Muhammad Solihuddin Muhtar , Yu-Chuan Jack Li

J Med Internet Res 2023;25:e39972

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Preliminary Attainability Assessment of Real-World Data for Answering Major Clinical Research Questions in Breast Cancer Brain Metastasis: Framework Development and Validation Study

Min Jeong Kim , Hyo Jung Kim , Danbee Kang , Hee Kyung Ahn , Soo-Yong Shin , Seri Park , Juhee Cho , Yeon Hee Park

J Med Internet Res 2023;25:e43359

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Electronic Health Record–Nested Reminders for Serum Lithium Level Monitoring in Patients With Mood Disorder: Randomized Controlled Trial

Tomotsugu Seki , Morio Aki , Toshi A Furukawa , Hirotsugu Kawashima , Tomotaka Miki , Yujin Sawaki , Takaaki Ando , Kentaro Katsuragi , Takahiko Kawashima , Senkei Ueno , Takashi Miyagi , Shun'ichi Noma , Shiro Tanaka , Koji Kawakami

J Med Internet Res 2023;25:e40595

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A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and Usability Study

Elena Williams , Manuel Kienast , Evelyn Medawar , Janis Reinelt , Alberto Merola , Sophie Anne Ines Klopfenstein , Anne Rike Flint , Patrick Heeren , Akira-Sebastian Poncette , Felix Balzer , Julian Beimes , Paul von Bünau , Jonas Chromik , Bert Arnrich , Nico Scherf , Sebastian Niehaus

JMIR Med Inform 2023;11:e43847

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The Effect of Implementation of Guideline Order Bundles Into a General Admission Order Set on Clinical Practice Guideline Adoption: Quasi-Experimental Study

Justine Mrosak , Swaminathan Kandaswamy , Claire Stokes , David Roth , Jenna Gorbatkin , Ishaan Dave , Scott Gillespie , Evan Orenstein

JMIR Med Inform 2023;11:e42736

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An Electronically Delivered Person-Centered Narrative Intervention for Persons Receiving Palliative Care: Protocol for a Mixed Methods Study

Heather Coats , Nadia Shive , Bonnie Adrian , Andrew D Boyd , Ardith Z Doorenbos , Sarah J Schmiege

JMIR Res Protoc 2023;12:e41787

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Electronic Health Record–Based Absolute Risk Prediction Model for Esophageal Cancer in the Chinese Population: Model Development and External Validation

Yuting Han , Xia Zhu , Yizhen Hu , Canqing Yu , Yu Guo , Dong Hang , Yuanjie Pang , Pei Pei , Hongxia Ma , Dianjianyi Sun , Ling Yang , Yiping Chen , Huaidong Du , Min Yu , Junshi Chen , Zhengming Chen , Dezheng Huo , Guangfu Jin , Jun Lv , Zhibin Hu , Hongbing Shen , Liming Li

JMIR Public Health Surveill 2023;9:e43725

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Integrated Personal Health Record in Indonesia: Design Science Research Study

Nabila Clydea Harahap , Putu Wuri Handayani , Achmad Nizar Hidayanto

JMIR Med Inform 2023;11:e44784

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Automating Case Reporting of Chlamydia and Gonorrhea to Public Health Authorities in Illinois Clinics: Implementation and Evaluation of Findings

Ninad Mishra , Reynaldo Grant , Megan Toth Patel , Siva Guntupalli , Andrew Hamilton , Jeremy Carr , Elizabeth McKnight , Wendy Wise , David deRoode , Jim Jellison , Natalie Viator Collins , Alejandro Pérez , Saugat Karki

JMIR Public Health Surveill 2023;9:e38868

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Integration of a Digital Health Intervention Into Immunization Clinic Workflows in Kenya: Qualitative, Realist Evaluation of Technology Usability

Samantha B Dolan , Rachel  Wittenauer , Jessica C Shearer , Anne Njoroge , Penina Onyango , George Owiso , William B Lober , Shan Liu , Nancy Puttkammer , Peter Rabinowitz

JMIR Form Res 2023;7:e39775

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The Priorities of End Users of Emergency Department Electronic Health Records: Modified Delphi Study

Matthew Yip , Alun Ackery , Trevor Jamieson , Shaun Mehta

JMIR Hum Factors 2023;10:e43103

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Proposal of a Method for Transferring High-Quality Scientific Literature Data to Virtual Patient Cases Using Categorical Data Generated by Bernoulli-Distributed Random Values: Development and Prototypical Implementation

Christian Schmidt , Dorothea Kesztyüs , Martin Haag , Manfred Wilhelm , Tibor Kesztyüs

JMIR Med Educ 2023;9:e43988

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An Ontology-Based Approach for Consolidating Patient Data Standardized With European Norm/International Organization for Standardization 13606 (EN/ISO 13606) Into Joint Observational Medical Outcomes Partnership (OMOP) Repositories: Description of a Methodology

Santiago Frid , Xavier Pastor Duran , Guillem Bracons Cucó , Miguel Pedrera-Jiménez , Pablo Serrano-Balazote , Adolfo Muñoz Carrero , Raimundo Lozano-Rubí

JMIR Med Inform 2023;11:e44547

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Developing an Inpatient Electronic Medical Record Phenotype for Hospital-Acquired Pressure Injuries: Case Study Using Natural Language Processing Models

Elvira Nurmambetova , Jie Pan , Zilong Zhang , Guosong Wu , Seungwon Lee , Danielle A Southern , Elliot A Martin , Chester Ho , Yuan Xu , Cathy A Eastwood

JMIR AI 2023;2:e41264

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Extracting Medical Information From Free-Text and Unstructured Patient-Generated Health Data Using Natural Language Processing Methods: Feasibility Study With Real-world Data

Emre Sezgin , Syed-Amad Hussain , Steve Rust , Yungui Huang

JMIR Form Res 2023;7:e43014

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Vertical Integration of Electronic Health Records in Medical Consortiums: Dynamic Modeling Approach Based on the Evolutionary Game Theory

Shenghu Tian , Yu Chen

JMIR Serious Games 2023;11:e41528

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