Advanced Data Analytics in eHealth

Use of a Data Repository to Identify Delirium as a Presenting Symptom of COVID-19 Infection in Hospitalized Adults: Cross-Sectional Cohort Pilot Study

Laurence M Solberg, Laurie J Duckworth, Elizabeth M Dunn, Theresa Dickinson, Tanja Magoc, Urszula A Snigurska, Sarah E Ser, Brian Celso, Meghan Bailey, Courtney Bowen, Nila Radhakrishnan, Chirag R Patel, Robert Lucero, Ragnhildur I Bjarnadottir

JMIR Aging 2023 (Nov 30); 6:e43185

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Synthetic Tabular Data Based on Generative Adversarial Networks in Health Care: Generation and Validation Using the Divide-and-Conquer Strategy

Ha Ye Jin Kang, Erdenebileg Batbaatar, Dong-Woo Choi, Kui Son Choi, Minsam Ko, Kwang Sun Ryu

JMIR Med Inform 2023 (Nov 24); 11:e47859

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Diabetes Life Expectancy Prediction Model Inputs and Results From Patient Surveys Compared With Electronic Health Record Abstraction: Survey Study

Sean Bernstein, Sarah Gilson, Mengqi Zhu, Aviva G Nathan, Michael Cui, Valerie G Press, Sachin Shah, Parmida Zarei, Neda Laiteerapong, Elbert S Huang

JMIR Aging 2023 (Nov 09); 6:e44037

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The Journey of Data Within a Global Data Sharing Initiative: A Federated 3-Layer Data Analysis Pipeline to Scale Up Multiple Sclerosis Research

Ashkan Pirmani, Edward De Brouwer, Lotte Geys, Tina Parciak, Yves Moreau, Liesbet M Peeters

JMIR Med Inform 2023 (Nov 09); 11:e48030

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AI Algorithm to Predict Acute Coronary Syndrome in Prehospital Cardiac Care: Retrospective Cohort Study

Enrico de Koning, Yvette van der Haas, Saguna Saguna, Esmee Stoop, Jan Bosch, Saskia Beeres, Martin Schalij, Mark Boogers

JMIR Cardio 2023 (Oct 31); 7:e51375

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Exploring the Needs and Requirements of Informal Caregivers of Older Adults With Cognitive Impairment From Sensor-Based Care Solutions: Multimethod Study

Nikita Sharma, Louise M A Braakman-Jansen, Harri Oinas-Kukkonen, Jan Hendrik Croockewit, JEWC van Gemert-Pijnen

JMIR Aging 2023 (Oct 25); 6:e49319

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The Easy and Versatile Neural Recording Platform (T-REX): Design and Development Study

Joaquín Amigó-Vega, Maarten C Ottenhoff, Maxime Verwoert, Pieter Kubben, Christian Herff

JMIR Neurotech 2023 (Oct 24); 2:e47881

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Evaluating the Effect of Artificial Liver Support on Acute-on-Chronic Liver Failure Using the Quantitative Difference Algorithm: Retrospective Study

Tinghuai Huang, Jianwei Huang, Timon Cheng-Yi Liu, Meng Li, Rui She, Liyu Liu, Hongguang Qu, Fei Liang, Yuanjing Cao, Yuanzheng Chen, Lu Tang

JMIR Form Res 2023 (Oct 24); 7:e45395

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Democratizing Artificial Intelligence Imaging Analysis With Automated Machine Learning: Tutorial

Arun James Thirunavukarasu, Kabilan Elangovan, Laura Gutierrez, Yong Li, Iris Tan, Pearse A Keane, Edward Korot, Daniel Shu Wei Ting

J Med Internet Res 2023 (Oct 12); 25:e49949

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ChatGPT-Generated Differential Diagnosis Lists for Complex Case–Derived Clinical Vignettes: Diagnostic Accuracy Evaluation

Takanobu Hirosawa, Ren Kawamura, Yukinori Harada, Kazuya Mizuta, Kazuki Tokumasu, Yuki Kaji, Tomoharu Suzuki, Taro Shimizu

JMIR Med Inform 2023 (Oct 09); 11:e48808

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The Journey of Zanzibar’s Digitally Enabled Community Health Program to National Scale: Implementation Report

Erica Layer, Salim Slim, Issa Mussa, Abdul-Wahid Al-Mafazy, Giulia V R Besana, Mwinyi Msellem, Isabel Fulcher, Heiko Hornung, Riccardo Lampariello

JMIR Med Inform 2023 (Oct 09); 11:e48097

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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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