Secondary Use of Clinical Data for Research and Surveillance

The Status of Data Management Practices Across German Medical Data Integration Centers: Mixed Methods Study

Kerstin Gierend, Sherry Freiesleben, Dennis Kadioglu, Fabian Siegel, Thomas Ganslandt, Dagmar Waltemath

J Med Internet Res 2023 (Nov 08); 25:e48809

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Predicting Colorectal Cancer Survival Using Time-to-Event Machine Learning: Retrospective Cohort Study

Xulin Yang, Hang Qiu, Liya Wang, Xiaodong Wang

J Med Internet Res 2023 (Oct 26); 25:e44417

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Analyzing and Forecasting Pediatric Fever Clinic Visits in High Frequency Using Ensemble Time-Series Methods After the COVID-19 Pandemic in Hangzhou, China: Retrospective Study

Wang Zhang, Zhu Zhu, Yonggen Zhao, Zheming Li, Lingdong Chen, Jian Huang, Jing Li, Gang Yu

JMIR Med Inform 2023 (Sep 20); 11:e45846

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Large Language Models for Epidemiological Research via Automated Machine Learning: Case Study Using Data From the British National Child Development Study

Rasmus Wibaek, Gregers Stig Andersen, Christina C Dahm, Daniel R Witte, Adam Hulman

JMIR Med Inform 2023 (Sep 19); 11:e43638

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Predicting Undesired Treatment Outcomes With Machine Learning in Mental Health Care: Multisite Study

Kasper Van Mens, Joran Lokkerbol, Ben Wijnen, Richard Janssen, Robert de Lange, Bea Tiemens

JMIR Med Inform 2023 (Aug 23); 11:e44322

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Role of Incentives in the Use of Blockchain-Based Platforms for Sharing Sensitive Health Data: Experimental Study

Pouyan Esmaeilzadeh, Tala Mirzaei

J Med Internet Res 2023 (Aug 18); 25:e41805

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Managing Musculoskeletal Pain in Older Adults Through a Digital Care Solution: Secondary Analysis of a Prospective Clinical Study

Anabela C Areias, Dora Janela, Maria Molinos, Robert G Moulder, Virgílio Bento, Vijay Yanamadala, Steven P Cohen, Fernando Dias Correia, Fabíola Costa

JMIR Rehabil Assist Technol 2023 (Aug 15); 10:e49673

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Methods Used in the Development of Common Data Models for Health Data: Scoping Review

Najia Ahmadi, Michele Zoch, Patricia Kelbert, Richard Noll, Jannik Schaaf, Markus Wolfien, Martin Sedlmayr

JMIR Med Inform 2023 (Aug 03); 11:e45116

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Migrating a Well-Established Longitudinal Cohort Database From Oracle SQL to Research Electronic Data Entry (REDCap): Data Management Research and Design Study

Katharina Kusejko, Daniel Smith, Alexandra Scherrer, Paolo Paioni, Malte Kohns Vasconcelos, Karoline Aebi-Popp, Roger D Kouyos, Huldrych F Günthard, Christian R Kahlert, Swiss HIV Cohort Study and the Swiss Mother and Child HIV Cohort Study

JMIR Form Res 2023 (May 31); 7:e44567

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Prediction of Multimorbidity in Brazil: Latest Fifth of a Century Population Study

Xi-liang Li, Hang Huang, Ying Lu, Randall S Stafford, Simone Maria Lima, Caroline Mota, Xin Shi

JMIR Public Health Surveill 2023 (May 30); 9:e44647

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Provider Interaction With an Electronic Health Record Notification to Identify Eligible Patients for a Cluster Randomized Trial of Advance Care Planning in Primary Care: Secondary Analysis

Jessica E Ma, Jared Lowe, Callie Berkowitz, Azalea Kim, Ira Togo, R Clayton Musser, Jonathan Fischer, Kevin Shah, Salam Ibrahim, Hayden B Bosworth, Annette M Totten, Rowena Dolor

J Med Internet Res 2023 (May 12); 25:e41884

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Understanding Views Around the Creation of a Consented, Donated Databank of Clinical Free Text to Develop and Train Natural Language Processing Models for Research: Focus Group Interviews With Stakeholders

Natalie K Fitzpatrick, Richard Dobson, Angus Roberts, Kerina Jones, Anoop D Shah, Goran Nenadic, Elizabeth Ford

JMIR Med Inform 2023 (May 03); 11:e45534

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Consultation Rate and Mode by Deprivation in English General Practice From 2018 to 2022: Population-Based Study

Emma Maria Vestesson, Kaat Lieve An De Corte, Elizabeth Crellin, Jean Ledger, Minal Bakhai, Geraldine M Clarke

JMIR Public Health Surveill 2023 (May 02); 9:e44944

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Data-Driven Identification of Unusual Prescribing Behavior: Analysis and Use of an Interactive Data Tool Using 6 Months of Primary Care Data From 6500 Practices in England

Lisa EM Hopcroft, Jon Massey, Helen J Curtis, Brian Mackenna, Richard Croker, Andrew D Brown, Thomas O'Dwyer, Orla Macdonald, David Evans, Peter Inglesby, Sebastian CJ Bacon, Ben Goldacre, Alex J Walker

JMIR Med Inform 2023 (Apr 19); 11:e44237

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Exploring Stakeholder Requirements to Enable Research and Development of Artificial Intelligence Algorithms in a Hospital-Based Generic Infrastructure: Results of a Multistep Mixed Methods Study

Lina Weinert, Maximilian Klass, Gerd Schneider, Oliver Heinze

JMIR Form Res 2023 (Apr 18); 7:e43958

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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 (Mar 08); 11:e44547

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Investigating the Secondary Use of Clinical Research Data: Protocol for a Mixed Methods Study

Naomi Waithira, Evelyne Kestelyn, Keitcheya Chotthanawathit, Anne Osterrieder, Mavuto Mukaka, Trudie Lang, Phaik Yeong Cheah

JMIR Res Protoc 2023 (Mar 06); 12:e44875

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Opt-In and Opt-Out Consent Procedures for the Reuse of Routinely Recorded Health Data in Scientific Research and Their Consequences for Consent Rate and Consent Bias: Systematic Review

Yvonne de Man, Yvonne Wieland-Jorna, Bart Torensma, Koos de Wit, Anneke L Francke, Mariska G Oosterveld-Vlug, Robert A Verheij

J Med Internet Res 2023 (Feb 28); 25:e42131

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A Comprehensive and Improved Definition for Hospital-Acquired Pressure Injury Classification Based on Electronic Health Records: Comparative Study

Mani Sotoodeh, Wenhui Zhang, Roy L Simpson, Vicki Stover Hertzberg, Joyce C Ho

JMIR Med Inform 2023 (Feb 23); 11:e40672

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Systematized Nomenclature of Medicine–Clinical Terminology (SNOMED CT) Clinical Use Cases in the Context of Electronic Health Record Systems: Systematic Literature Review

Riikka Vuokko, Anne Vakkuri, Sari Palojoki

JMIR Med Inform 2023 (Feb 06); 11:e43750

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