Advanced Data Analytics in eHealth

Differing Behaviors Around Adult Nonmedical Use of Prescription Stimulants and Opioids: Latent Class Analysis

Karilynn M Rockhill, Richard Olson, Richard C Dart, Janetta L Iwanicki, Joshua C Black

J Med Internet Res 2023 (Sep 20); 25:e46742

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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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Identifying the Information Needs and Format Preferences for Web-Based Content Among Adults With or Parents of Children With Attention-Deficit/Hyperactivity Disorder: Three-Stage Qualitative Analysis

Danielle A Scholze, Melissa M Gosdin, Susan L Perez, Julie B Schweitzer

JMIR Form Res 2023 (Sep 11); 7:e47409

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Consolidated Reporting Guidelines for Prognostic and Diagnostic Machine Learning Modeling Studies: Development and Validation

William Klement, Khaled El Emam

J Med Internet Res 2023 (Aug 31); 25:e48763

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Sharing Data With Shared Benefits: Artificial Intelligence Perspective

Mohammad Tajabadi, Linus Grabenhenrich, Adèle Ribeiro, Michael Leyer, Dominik Heider

J Med Internet Res 2023 (Aug 29); 25:e47540

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Initiatives, Concepts, and Implementation Practices of the Findable, Accessible, Interoperable, and Reusable Data Principles in Health Data Stewardship: Scoping Review

Esther Thea Inau, Jean Sack, Dagmar Waltemath, Atinkut Alamirrew Zeleke

J Med Internet Res 2023 (Aug 28); 25:e45013

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Establishment of a Public Mental Health Database for Research Purposes in the Ferrara Province: Development and Preliminary Evaluation Study

Maria Ferrara, Elisabetta Gentili, Martino Belvederi Murri, Riccardo Zese, Marco Alberti, Giorgia Franchini, Ilaria Domenicano, Federica Folesani, Cristina Sorio, Lorenzo Benini, Paola Carozza, Julian Little, Luigi Grassi

JMIR Med Inform 2023 (Aug 09); 11:e45523

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Examining Diversity in Digital Therapeutics Clinical Trials: Descriptive Analysis

Joel Adu-Brimpong, Jennifer Pugh, David Agyen Darko, Lisa Shieh

J Med Internet Res 2023 (Aug 02); 25:e37447

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Visual Analytics of Multidimensional Oral Health Surveys: Data Mining Study

Ting Xu, Yuming Ma, Tianya Pan, Yifei Chen, Yuhua Liu, Fudong Zhu, Zhiguang Zhou, Qianming Chen

JMIR Med Inform 2023 (Aug 01); 11:e46275

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Automatically Identifying Self-Reports of COVID-19 Diagnosis on Twitter: An Annotated Data Set, Deep Neural Network Classifiers, and a Large-Scale Cohort

Ari Z Klein, Shriya Kunatharaju, Karen O'Connor, Graciela Gonzalez-Hernandez

J Med Internet Res 2023 (Jul 03); 25:e46484

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Improving an Electronic Health Record–Based Clinical Prediction Model Under Label Deficiency: Network-Based Generative Adversarial Semisupervised Approach

Runze Li, Yu Tian, Zhuyi Shen, Jin Li, Jun Li, Kefeng Ding, Jingsong Li

JMIR Med Inform 2023 (Jun 13); 11:e47862

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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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Adapting Transportation Planning e-Tools to Older Adults’ Needs: Scoping Review

Sahar Tahir, Bessam Abdulrazak, Dany Baillargeon, Catherine Girard, Véronique Provencher

JMIR Aging 2023 (May 16); 6:e41938

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Motion Artifact Reduction in Electrocardiogram Signals Through a Redundant Denoising Independent Component Analysis Method for Wearable Health Care Monitoring Systems: Algorithm Development and Validation

Fabian Andres Castaño Usuga, Christian Gissel, Alher Mauricio Hernández

JMIR Med Inform 2022 (Nov 25); 10(11):e40826

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Discovery and Analytical Validation of a Vocal Biomarker to Monitor Anosmia and Ageusia in Patients With COVID-19: Cross-sectional Study

Eduardo Higa, Abir Elbéji, Lu Zhang, Aurélie Fischer, Gloria A Aguayo, Petr V Nazarov, Guy Fagherazzi

JMIR Med Inform 2022 (Nov 08); 10(11):e35622

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Realizing the Potential of Computer-Assisted Surgery by Embedding Digital Twin Technology

Jiaxin Qin, Jian Wu

JMIR Med Inform 2022 (Nov 08); 10(11):e35138

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The Application of Graph Theoretical Analysis to Complex Networks in Medical Malpractice in China: Qualitative Study

Shengjie Dong, Chenshu Shi, Wu Zeng, Zhiying Jia, Minye Dong, Yuyin Xiao, Guohong Li

JMIR Med Inform 2022 (Nov 03); 10(11):e35709

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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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Bridging the European Data Sharing Divide in Genomic Science

Fruzsina Molnár-Gábor, Michael J S Beauvais, Alexander Bernier, Maria Pilar Nicolas Jimenez, Mikel Recuero, Bartha Maria Knoppers

J Med Internet Res 2022 (Oct 19); 24(10):e37236

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