Methods and Instruments in Medical Informatics

Estimating Patient Satisfaction Through a Language Processing Model: Model Development and Evaluation

Shinichi Matsuda, Takumi Ohtomo, Masaru Okuyama, Hiraku Miyake, Kotonari Aoki

JMIR Form Res 2023 (Sep 14); 7:e48534

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An Explainable Artificial Intelligence Software Tool for Weight Management Experts (PRIMO): Mixed Methods Study

Glenn J Fernandes, Arthur Choi, Jacob Michael Schauer, Angela F Pfammatter, Bonnie J Spring, Adnan Darwiche, Nabil I Alshurafa

J Med Internet Res 2023 (Sep 06); 25:e42047

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An Extract-Transform-Load Process Design for the Incremental Loading of German Real-World Data Based on FHIR and OMOP CDM: Algorithm Development and Validation

Elisa Henke, Yuan Peng, Ines Reinecke, Michéle Zoch, Martin Sedlmayr, Franziska Bathelt

JMIR Med Inform 2023 (Aug 21); 11:e47310

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Clinical Integration of Digital Patient-Reported Outcome Measures in Primary Health Care for Chronic Disease Management: Protocol for a Systematic Review

Maxime Sasseville, Wilfried Supper, Jean-Baptiste Gartner, Géraldine Layani, Samira Amil, Peter Sheffield, Marie-Pierre Gagnon, Catherine Hudon, Sylvie Lambert, Eugène Attisso, Victoria Bureau Lagarde, Mylaine Breton, Marie-Eve Poitras, Pierre Pluye, Pierre-Henri Roux-Levy, James Plaisimond, Frédéric Bergeron, Rachelle Ashcroft, Sabrina Wong, Antoine Groulx, Nicolas Beaudet, Jean-Sébastien Paquette, Natasha D'Anjou, Sylviane Langlois, Annie LeBlanc

JMIR Res Protoc 2023 (Aug 18); 12:e48155

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Identifying Risk Factors Associated With Lower Back Pain in Electronic Medical Record Free Text: Deep Learning Approach Using Clinical Note Annotations

Alan Katz, Aman Jaiswal, Marcello Nesca, Evangelos Milios

JMIR Med Inform 2023 (Aug 09); 11:e45105

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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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Clinical and Economic Assessment of MyDiaCare, Digital Tools Combined With Diabetes Nurse Educator Support, for Managing Diabetes in South Africa: Observational Multicenter, Retrospective Study Associated With a Budget Impact Model

Hemant Makan, Lindie Makan, Jacqueline Lubbe, Sarah Alami, Guila Lancman, Manuella Schaller, Cécile Delval, Adri Kok

JMIR Form Res 2023 (Aug 07); 7:e35790

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Ten Topics to Get Started in Medical Informatics Research

Markus Wolfien, Najia Ahmadi, Kai Fitzer, Sophia Grummt, Kilian-Ludwig Heine, Ian-C Jung, Dagmar Krefting, Andreas Kühn, Yuan Peng, Ines Reinecke, Julia Scheel, Tobias Schmidt, Paul Schmücker, Christina Schüttler, Dagmar Waltemath, Michele Zoch, Martin Sedlmayr

J Med Internet Res 2023 (Jul 24); 25:e45948

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Data Analysis of Physician Competence Research Trend: Social Network Analysis and Topic Modeling Approach

So Jung Yune, Youngjon Kim, Jea Woog Lee

JMIR Med Inform 2023 (Jul 19); 11:e47934

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Interoperable, Domain-Specific Extensions for the German Corona Consensus (GECCO) COVID-19 Research Data Set Using an Interdisciplinary, Consensus-Based Workflow: Data Set Development Study

Gregor Lichtner, Thomas Haese, Sally Brose, Larissa Röhrig, Liudmila Lysyakova, Stefanie Rudolph, Maria Uebe, Julian Sass, Alexander Bartschke, David Hillus, Florian Kurth, Leif Erik Sander, Falk Eckart, Nicole Toepfner, Reinhard Berner, Anna Frey, Marcus Dörr, Jörg Janne Vehreschild, Christof von Kalle, Sylvia Thun

JMIR Med Inform 2023 (Jul 18); 11:e45496

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Effects of Using Different Indirect Techniques on the Calculation of Reference Intervals: Observational Study

Dan Yang, Zihan Su, Runqing Mu, Yingying Diao, Xin Zhang, Yusi Liu, Shuo Wang, Xu Wang, Lei Zhao, Hongyi Wang, Min Zhao

J Med Internet Res 2023 (Jul 17); 25:e45651

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A Study on User-Oriented Subjects of Child Abuse on Wikipedia: Temporal Analysis of Wikipedia History Versions and Traffic Data

Yanyan Wang, Jin Zhang

J Med Internet Res 2023 (Jul 17); 25:e43901

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Internet of Things and New Technologies for Tracking Perioperative Patients With an Innovative Model for Operating Room Scheduling: Protocol for a Development and Feasibility Study

Eleonora Bottani, Valentina Bellini, Monica Mordonini, Mattia Pellegrino, Gianfranco Lombardo, Beatrice Franchi, Michelangelo Craca, Elena Bignami

JMIR Res Protoc 2023 (Jul 05); 12:e45477

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Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers–Assisted Sublanguage Analysis

Liwei Wang, Huan He, Andrew Wen, Sungrim Moon, Sunyang Fu, Kevin J Peterson, Xuguang Ai, Sijia Liu, Ramakanth Kavuluru, Hongfang Liu

JMIR Med Inform 2023 (Jun 27); 11:e48072

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iCHECK-DH: Guidelines and Checklist for the Reporting on Digital Health Implementations

Caroline Perrin Franck, Awa Babington-Ashaye, Damien Dietrich, Georges Bediang, Philippe Veltsos, Pramendra Prasad Gupta, Claudia Juech, Rigveda Kadam, Maxime Collin, Lucy Setian, Jordi Serrano Pons, S Yunkap Kwankam, Béatrice Garrette, Solenne Barbe, Cheick Oumar Bagayoko, Garrett Mehl, Christian Lovis, Antoine Geissbuhler

J Med Internet Res 2023 (May 10); 25:e46694

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Monitoring the Implementation of Tobacco Cessation Support Tools: Using Novel Electronic Health Record Activity Metrics

Jinying Chen, Sarah L Cutrona, Ajay Dharod, Stephanie C Bunch, Kristie L Foley, Brian Ostasiewski, Erica R Hale, Aaron Bridges, Adam Moses, Eric C Donny, Erin L Sutfin, Thomas K Houston, iDAPT Implementation Science Center for Cancer Control

JMIR Med Inform 2023 (Mar 02); 11:e43097

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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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Improving the Performance of Outcome Prediction for Inpatients With Acute Myocardial Infarction Based on Embedding Representation Learned From Electronic Medical Records: Development and Validation Study

Yanqun Huang, Zhimin Zheng, Moxuan Ma, Xin Xin, Honglei Liu, Xiaolu Fei, Lan Wei, Hui Chen

J Med Internet Res 2022 (Aug 03); 24(8):e37486

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Global Scientific Research Landscape on Medical Informatics From 2011 to 2020: Bibliometric Analysis

Xuefei He, Cheng Peng, Yingxin Xu, Ye Zhang, Zhongqing Wang

JMIR Med Inform 2022 (Apr 21); 10(4):e33842

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Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study

Khaled El Emam, Lucy Mosquera, Xi Fang, Alaa El-Hussuna

JMIR Med Inform 2022 (Apr 07); 10(4):e35734

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