Data Science

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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Web-Based Social Networks of Individuals With Adverse Childhood Experiences: Quantitative Study

Yiding Cao, Suraj Rajendran, Prathic Sundararajan, Royal Law, Sarah Bacon, Steven A Sumner, Naoki Masuda

J Med Internet Res 2023 (May 30); 25:e45171

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Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies

Jue Hou, Rachel Zhao, Jessica Gronsbell, Yucong Lin, Clara-Lea Bonzel, Qingyi Zeng, Sinian Zhang, Brett K Beaulieu-Jones, Griffin M Weber, Thomas Jemielita, Shuyan Sabrina Wan, Chuan Hong, Tianrun Cai, Jun Wen, Vidul Ayakulangara Panickan, Kai-Li Liaw, Katherine Liao, Tianxi Cai

J Med Internet Res 2023 (May 25); 25:e45662

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Text Analysis of Trends in Health Equity and Disparities From the Internal Revenue Service Tax Documentation Submitted by US Nonprofit Hospitals Between 2010 and 2019: Exploratory Study

Emily Hadley, Laura Haak Marcial, Wes Quattrone, Georgiy Bobashev

J Med Internet Res 2023 (May 24); 25:e44330

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Risk Factors Associated With Primary Care–Reported Domestic Violence for Women Involved in Family Law Care Proceedings: Data Linkage Observational Study

Rhodri D Johnson, Lucy J Griffiths, Laura E Cowley, Karen Broadhurst, Rowena Bailey

J Med Internet Res 2023 (May 24); 25:e42375

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Using a Clinical Data Warehouse to Calculate and Present Key Metrics for the Radiology Department: Implementation and Performance Evaluation

Leon Liman, Bernd May, Georg Fette, Jonathan Krebs, Frank Puppe

JMIR Med Inform 2023 (May 22); 11:e41808

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Development of Indirect Health Data Linkage on Health Product Use and Care Trajectories in France: Systematic Review

Florence Ranchon, Sébastien Chanoine, Sophie Lambert-Lacroix, Jean-Luc Bosson, Alexandre Moreau-Gaudry, Pierrick Bedouch

J Med Internet Res 2023 (May 18); 25:e41048

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The Identification of Potential Drugs for Dengue Hemorrhagic Fever: Network-Based Drug Reprofiling Study

Praveenkumar Kochuthakidiyel Suresh, Gnanasoundari Sekar, Kavya Mallady, Wan Suriana Wan Ab Rahman, Wan Nazatul Shima Shahidan, Gokulakannan Venkatesan

JMIR Bioinform Biotech 2023 (May 09); 4:e37306

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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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Data Quality Degradation on Prediction Models Generated From Continuous Activity and Heart Rate Monitoring: Exploratory Analysis Using Simulation

Jason Hearn, Jef Van den Eynde, Bhargava Chinni, Ari Cedars, Danielle Gottlieb Sen, Shelby Kutty, Cedric Manlhiot

JMIR Cardio 2023 (May 03); 7:e40524

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Health-Related Data Sources Accessible to Health Researchers From the US Government: Mapping Review

Ann Annis, Crista Reaves, Jessica Sender, Sherry Bumpus

J Med Internet Res 2023 (Apr 27); 25:e43802

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Patient Embeddings From Diagnosis Codes for Health Care Prediction Tasks: Pat2Vec Machine Learning Framework

Edgar Steiger, Lars Eric Kroll

JMIR AI 2023 (Apr 21); 2:e40755

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Visualization of Traditional Chinese Medicine Formulas: Development and Usability Study

Zhiyue Wu, Suyuan Peng, Liang Zhou

JMIR Form Res 2023 (Apr 21); 7:e40805

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The Influence of Paid Memberships on Physician Rating Websites With the Example of the German Portal Jameda: Descriptive Cross-sectional Study

Friedrich Aaron David Armbruster, Dörthe Brüggmann, David Alexander Groneberg, Michael Bendels

J Med Internet Res 2023 (Apr 04); 25:e39259

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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 (Mar 31); 25:e42615

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Federated Machine Learning, Privacy-Enhancing Technologies, and Data Protection Laws in Medical Research: Scoping Review

Alissa Brauneck, Louisa Schmalhorst, Mohammad Mahdi Kazemi Majdabadi, Mohammad Bakhtiari, Uwe Völker, Jan Baumbach, Linda Baumbach, Gabriele Buchholtz

J Med Internet Res 2023 (Mar 30); 25:e41588

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mHealth Systems Need a Privacy-by-Design Approach: Commentary on “Federated Machine Learning, Privacy-Enhancing Technologies, and Data Protection Laws in Medical Research: Scoping Review”

Ambuj Tewari

J Med Internet Res 2023 (Mar 30); 25:e46700

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Examining Homophily, Language Coordination, and Analytical Thinking in Web-Based Conversations About Vaccines on Reddit: Study Using Deep Neural Network Language Models and Computer-Assisted Conversational Analyses

Yue Li, William Gee, Kun Jin, Robert Bond

J Med Internet Res 2023 (Mar 23); 25:e41882

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Automating Quality Assessment of Medical Evidence in Systematic Reviews: Model Development and Validation Study

Simon Šuster, Timothy Baldwin, Jey Han Lau, Antonio Jimeno Yepes, David Martinez Iraola, Yulia Otmakhova, Karin Verspoor

J Med Internet Res 2023 (Mar 13); 25:e35568

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A Data Transformation Methodology to Create Findable, Accessible, Interoperable, and Reusable Health Data: Software Design, Development, and Evaluation Study

A Anil Sinaci, Mert Gencturk, Huseyin Alper Teoman, Gokce Banu Laleci Erturkmen, Celia Alvarez-Romero, Alicia Martinez-Garcia, Beatriz Poblador-Plou, Jonás Carmona-Pírez, Matthias Löbe, Carlos Luis Parra-Calderon

J Med Internet Res 2023 (Mar 08); 25:e42822

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