Secondary Use of Clinical Data for Research and Surveillance

Exploring the Use of Genomic and Routinely Collected Data: Narrative Literature Review and Interview Study

Helen Daniels, Kerina Helen Jones, Sharon Heys, David Vincent Ford

J Med Internet Res 2021 (Sep 24); 23(9):e15739

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Machine Learning–Based Analysis of Encrypted Medical Data in the Cloud: Qualitative Study of Expert Stakeholders’ Perspectives

Ala Sarah Alaqra, Bridget Kane, Simone Fischer-Hübner

JMIR Hum Factors 2021 (Sep 16); 8(3):e21810

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Predicting the Mortality and Readmission of In-Hospital Cardiac Arrest Patients With Electronic Health Records: A Machine Learning Approach

Chien-Yu Chi, Shuang Ao, Adrian Winkler, Kuan-Chun Fu, Jie Xu, Yi-Lwun Ho, Chien-Hua Huang, Rohollah Soltani

J Med Internet Res 2021 (Sep 13); 23(9):e27798

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Data Empowerment of Decision-Makers in an Era of a Pandemic: Intersection of “Classic” and Artificial Intelligence in the Service of Medicine

Gil A Geva, Itay Ketko, Maya Nitecki, Shoham Simon, Barr Inbar, Itay Toledo, Michael Shapiro, Barak Vaturi, Yoni Votta, Daniel Filler, Roey Yosef, Sagi A Shpitzer, Nabil Hir, Michal Peri Markovich, Shachar Shapira, Noam Fink, Elon Glasberg, Ariel Furer

J Med Internet Res 2021 (Sep 10); 23(9):e24295

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Using Administrative Data to Explore Potentially Aberrant Provision of Virtual Care During COVID-19: Retrospective Cohort Study of Ontario Provincial Data

Vess Stamenova, Cherry Chu, Andrea Pang, Mina Tadrous, R Sacha Bhatia, Peter Cram

J Med Internet Res 2021 (Sep 07); 23(9):e29396

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Measuring Collaboration Through Concurrent Electronic Health Record Usage: Network Analysis Study

Patrick Li, Bob Chen, Evan Rhodes, Jason Slagle, Mhd Wael Alrifai, Daniel France, You Chen

JMIR Med Inform 2021 (Sep 03); 9(9):e28998

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COVID-19 Data Utilization in North Carolina: Qualitative Analysis of Stakeholder Experiences

Jenny Rees Patterson, Donna Shaw, Sharita R Thomas, Julie A Hayes, Christopher R Daley, Stefania Knight, Jay Aikat, Joanna O Mieczkowska, Stanley C Ahalt, Ashok K Krishnamurthy

JMIR Public Health Surveill 2021 (Sep 02); 7(9):e29310

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Potential Uses of Blockchain Technology for Outcomes Research on Opioids

Aldren Gonzales, Scott R Smith, Prashila Dullabh, Lauren Hovey, Krysta Heaney-Huls, Meagan Robichaud, Roger Boodoo

JMIR Med Inform 2021 (Aug 27); 9(8):e16293

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Patient Perceptions on Data Sharing and Applying Artificial Intelligence to Health Care Data: Cross-sectional Survey

Ravi Aggarwal, Soma Farag, Guy Martin, Hutan Ashrafian, Ara Darzi

J Med Internet Res 2021 (Aug 26); 23(8):e26162

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A Modified Public Health Automated Case Event Reporting Platform for Enhancing Electronic Laboratory Reports With Clinical Data: Design and Implementation Study

Ninad Mishra, Jon Duke, Saugat Karki, Myung Choi, Michael Riley, Andrey V Ilatovskiy, Marla Gorges, Leslie Lenert

J Med Internet Res 2021 (Aug 11); 23(8):e26388

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Finding Potential Adverse Events in the Unstructured Text of Electronic Health Care Records: Development of the Shakespeare Method

Roselie A Bright, Summer K Rankin, Katherine Dowdy, Sergey V Blok, Susan J Bright, Lee Anne M Palmer

JMIRx Med 2021 (Aug 11); 2(3):e27017

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Usage Patterns of Web-Based Stroke Calculators in Clinical Decision Support: Retrospective Analysis

Benjamin Kummer, Lubaina Shakir, Rachel Kwon, Joseph Habboushe, Nathalie Jetté

JMIR Med Inform 2021 (Aug 02); 9(8):e28266

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Predicting Biologic Therapy Outcome of Patients With Spondyloarthritis: Joint Models for Longitudinal and Survival Analysis

Carolina Barata, Ana Maria Rodrigues, Helena Canhão, Susana Vinga, Alexandra M Carvalho

JMIR Med Inform 2021 (Jul 30); 9(7):e26823

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Barriers to Dissemination of Local Health Data Faced by US State Agencies: Survey Study of Behavioral Risk Factor Surveillance System Coordinators

Manik Ahuja, Robert Aseltine Jr

J Med Internet Res 2021 (Jul 13); 23(7):e16750

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Preferences of the Public for Sharing Health Data: Discrete Choice Experiment

Jennifer Viberg Johansson, Heidi Beate Bentzen, Nisha Shah, Eik Haraldsdóttir, Guðbjörg Andrea Jónsdóttir, Jane Kaye, Deborah Mascalzoni, Jorien Veldwijk

JMIR Med Inform 2021 (Jul 05); 9(7):e29614

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US Privacy Laws Go Against Public Preferences and Impede Public Health and Research: Survey Study

Cason Schmit, Theodoros Giannouchos, Mahin Ramezani, Qi Zheng, Michael A Morrisey, Hye-Chung Kum

J Med Internet Res 2021 (Jul 05); 23(7):e25266

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A National, Semantic-Driven, Three-Pillar Strategy to Enable Health Data Secondary Usage Interoperability for Research Within the Swiss Personalized Health Network: Methodological Study

Christophe Gaudet-Blavignac, Jean Louis Raisaro, Vasundra Touré, Sabine Österle, Katrin Crameri, Christian Lovis

JMIR Med Inform 2021 (Jun 24); 9(6):e27591

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Clustering of Unhealthy Behaviors: Protocol for a Multiple Behavior Analysis of Data From the Canadian Longitudinal Study on Aging

Zack van Allen, Simon L Bacon, Paquito Bernard, Heather Brown, Sophie Desroches, Monika Kastner, Kim Lavoie, Marta Marques, Nicola McCleary, Sharon Straus, Monica Taljaard, Kednapa Thavorn, Jennifer R Tomasone, Justin Presseau

JMIR Res Protoc 2021 (Jun 11); 10(6):e24887

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Machine Learning for Risk Group Identification and User Data Collection in a Herpes Simplex Virus Patient Registry: Algorithm Development and Validation Study

Svitlana Surodina, Ching Lam, Svetislav Grbich, Madison Milne-Ives, Michelle van Velthoven, Edward Meinert

JMIRx Med 2021 (Jun 11); 2(2):e25560

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Design and Implementation of an Informatics Infrastructure for Standardized Data Acquisition, Transfer, Storage, and Export in Psychiatric Clinical Routine: Feasibility Study

Rogério Blitz, Michael Storck, Bernhard T Baune, Martin Dugas, Nils Opel

JMIR Ment Health 2021 (Jun 09); 8(6):e26681

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