Secondary Use of Clinical Data for Research and Surveillance

A Privacy-Preserving Distributed Medical Data Integration Security System for Accuracy Assessment of Cancer Screening: Development Study of Novel Data Integration System

Atsuko Miyaji, Kaname Watanabe, Yuuki Takano, Kazuhisa Nakasho, Sho Nakamura, Yuntao Wang, Hiroto Narimatsu

JMIR Med Inform 2022 (Dec 30); 10(12):e38922

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Identifying Patterns of Clinical Interest in Clinicians’ Treatment Preferences: Hypothesis-free Data Science Approach to Prioritizing Prescribing Outliers for Clinical Review

Brian MacKenna, Helen J Curtis, Lisa E M Hopcroft, Alex J Walker, Richard Croker, Orla Macdonald, Stephen J W Evans, Peter Inglesby, David Evans, Jessica Morley, Sebastian C J Bacon, Ben Goldacre

JMIR Med Inform 2022 (Dec 20); 10(12):e41200

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Representativeness, Vaccination Uptake, and COVID-19 Clinical Outcomes 2020-2021 in the UK Oxford-Royal College of General Practitioners Research and Surveillance Network: Cohort Profile Summary

Meredith Leston, William H Elson, Conall Watson, Anissa Lakhani, Carole Aspden, Clare R Bankhead, Ray Borrow, Elizabeth Button, Rachel Byford, Alex J Elliot, Xuejuan Fan, Uy Hoang, Ezra Linley, Jack Macartney, Brian D Nicholson, Cecilia Okusi, Mary Ramsay, Gillian Smith, Sue Smith, Mark Thomas, Dan Todkill, Ruby SM Tsang, William Victor, Alice J Williams, John Williams, Maria Zambon, Gary Howsam, Gayatri Amirthalingam, Jamie Lopez-Bernal, F D Richard Hobbs, Simon de Lusignan

JMIR Public Health Surveill 2022 (Dec 19); 8(12):e39141

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Comparison of Methods for Estimating Temporal Topic Models From Primary Care Clinical Text Data: Retrospective Closed Cohort Study

Christopher Meaney, Michael Escobar, Therese A Stukel, Peter C Austin, Liisa Jaakkimainen

JMIR Med Inform 2022 (Dec 19); 10(12):e40102

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Pan-Canadian Electronic Medical Record Diagnostic and Unstructured Text Data for Capturing PTSD: Retrospective Observational Study

Leanne Kosowan, Alexander Singer, Farhana Zulkernine, Hasan Zafari, Marcello Nesca, Dhasni Muthumuni

JMIR Med Inform 2022 (Dec 13); 10(12):e41312

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The Association Between Clinical Severity and Incubation Period of SARS-CoV-2 Delta Variants: Retrospective Observational Study

Kai Wang, Zemin Luan, Zihao Guo, Jinjun Ran, Maozai Tian, Shi Zhao

JMIR Public Health Surveill 2022 (Nov 18); 8(11):e40751

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Training a Deep Contextualized Language Model for International Classification of Diseases, 10th Revision Classification via Federated Learning: Model Development and Validation Study

Pei-Fu Chen, Tai-Liang He, Sheng-Che Lin, Yuan-Chia Chu, Chen-Tsung Kuo, Feipei Lai, Ssu-Ming Wang, Wan-Xuan Zhu, Kuan-Chih Chen, Lu-Cheng Kuo, Fang-Ming Hung, Yu-Cheng Lin, I-Chang Tsai, Chi-Hao Chiu, Shu-Chih Chang, Chi-Yu Yang

JMIR Med Inform 2022 (Nov 10); 10(11):e41342

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The Relationship Between Population-Level SARS-CoV-2 Cycle Threshold Values and Trend of COVID-19 Infection: Longitudinal Study

Paria Dehesh, Hamid Reza Baradaran, Babak Eshrati, Seyed Abbas Motevalian, Masoud Salehi, Tahereh Donyavi

JMIR Public Health Surveill 2022 (Nov 08); 8(11):e36424

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Linking Biomedical Data Warehouse Records With the National Mortality Database in France: Large-scale Matching Algorithm

Vianney Guardiolle, Adrien Bazoge, Emmanuel Morin, Béatrice Daille, Delphine Toublant, Guillaume Bouzillé, Youenn Merel, Morgane Pierre-Jean, Alexandre Filiot, Marc Cuggia, Matthieu Wargny, Antoine Lamer, Pierre-Antoine Gourraud

JMIR Med Inform 2022 (Nov 01); 10(11):e36711

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Paracetamol Use in Patients With Osteoarthritis and Lower Back Pain: Infodemiology Study and Observational Analysis of Electronic Medical Record Data

Gisèle Pickering, Linda Mezouar, Hayet Kechemir, Caty Ebel-Bitoun

JMIR Public Health Surveill 2022 (Oct 27); 8(10):e37790

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Characterizing Thrombotic Complication Risk Factors Associated With COVID-19 via Heterogeneous Patient Data: Retrospective Observational Study

Bedda Rosario, Andrew Zhang, Mehool Patel, Amol Rajmane, Ning Xie, Dilhan Weeraratne, Gil Alterovitz

J Med Internet Res 2022 (Oct 21); 24(10):e35860

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Lifting Hospital Electronic Health Record Data Treasures: Challenges and Opportunities

Alexander Maletzky, Carl Böck, Thomas Tschoellitsch, Theresa Roland, Helga Ludwig, Stefan Thumfart, Michael Giretzlehner, Sepp Hochreiter, Jens Meier

JMIR Med Inform 2022 (Oct 21); 10(10):e38557

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Mental Illness Concordance Between Hospital Clinical Records and Mentions in Domestic Violence Police Narratives: Data Linkage Study

George Karystianis, Rina Carines Cabral, Armita Adily, Wilson Lukmanjaya, Peter Schofield, Iain Buchan, Goran Nenadic, Tony Butler

JMIR Form Res 2022 (Oct 20); 6(10):e39373

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Standardized Description of the Feature Extraction Process to Transform Raw Data Into Meaningful Information for Enhancing Data Reuse: Consensus Study

Antoine Lamer, Mathilde Fruchart, Nicolas Paris, Benjamin Popoff, Anaïs Payen, Thibaut Balcaen, William Gacquer, Guillaume Bouzillé, Marc Cuggia, Matthieu Doutreligne, Emmanuel Chazard

JMIR Med Inform 2022 (Oct 17); 10(10):e38936

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Coronary Artery Computed Tomography Angiography for Preventing Cardio-Cerebrovascular Disease: Observational Cohort Study Using the Observational Health Data Sciences and Informatics’ Common Data Model

Woo Kyung Bae, Jihoon Cho, Seok Kim, Borham Kim, Hyunyoung Baek, Wongeun Song, Sooyoung Yoo

JMIR Med Inform 2022 (Oct 13); 10(10):e41503

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The Factors Contributing to Physicians’ Current Use of and Satisfaction With Electronic Health Records in Kuwait’s Public Health Care: Cross-sectional Questionnaire Study

Jawaher Al-Otaibi, Eleni Tolma, Walid Alali, Dari Alhuwail, Syed Mohamed Aljunid

JMIR Med Inform 2022 (Oct 07); 10(10):e36313

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Digital Health Literacy as a Predictor of Awareness, Engagement, and Use of a National Web-Based Personal Health Record: Population-Based Survey Study

Christina Cheng, Emma Gearon, Melanie Hawkins, Crystal McPhee, Lisa Hanna, Roy Batterham, Richard H Osborne

J Med Internet Res 2022 (Sep 16); 24(9):e35772

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Patients’ and Publics’ Preferences for Data-Intensive Health Research Governance: Survey Study

Sam H A Muller, Ghislaine J M W van Thiel, Marilena Vrana, Menno Mostert, Johannes J M van Delden

JMIR Hum Factors 2022 (Sep 07); 9(3):e36797

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Issues With Variability in Electronic Health Record Data About Race and Ethnicity: Descriptive Analysis of the National COVID Cohort Collaborative Data Enclave

Lily Cook, Juan Espinoza, Nicole G Weiskopf, Nisha Mathews, David A Dorr, Kelly L Gonzales, Adam Wilcox, Charisse Madlock-Brown, N3C Consortium

JMIR Med Inform 2022 (Sep 06); 10(9):e39235

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Standard Vocabularies to Improve Machine Learning Model Transferability With Electronic Health Record Data: Retrospective Cohort Study Using Health Care–Associated Infection

Amber C Kiser, Karen Eilbeck, Jeffrey P Ferraro, David E Skarda, Matthew H Samore, Brian Bucher

JMIR Med Inform 2022 (Aug 30); 10(8):e39057

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