Methods and Instruments in Medical Informatics

Extracting Clinical Information From Japanese Radiology Reports Using a 2-Stage Deep Learning Approach: Algorithm Development and Validation

Kento Sugimoto, Shoya Wada, Shozo Konishi, Katsuki Okada, Shirou Manabe, Yasushi Matsumura, Toshihiro Takeda

JMIR Med Inform 2023 (Nov 14); 11:e49041

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Machine Learning Models Versus the National Early Warning Score System for Predicting Deterioration: Retrospective Cohort Study in the United Arab Emirates

Hazem Lashen, Terrence Lee St John, Y Zaki Almallah, Madhu Sasidhar, Farah E Shamout

JMIR AI 2023 (Nov 06); 2:e45257

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Patient and Health Care Provider Perspectives on Patient Access to Test Results via Web Portals: Scoping Review

Olga Petrovskaya, Albina Karpman, Joanna Schilling, Simran Singh, Larissa Wegren, Vera Caine, Elizabeth Kusi-Appiah, Willow Geen

J Med Internet Res 2023 (Oct 19); 25:e43765

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Toward Shared Decision-Making in Degenerative Cervical Myelopathy: Protocol for a Mixed Methods Study

Irina Sangeorzan, Grazia Antonacci, Anne Martin, Ben Grodzinski, Carl M Zipser, Rory K J Murphy, Panoraia Andriopoulou, Chad E Cook, David B Anderson, James Guest, Julio C Furlan, Mark R N Kotter, Timothy F Boerger, Iwan Sadler, Elizabeth A Roberts, Helen Wood, Christine Fraser, Michael G Fehlings, Vishal Kumar, Josephine Jung, James Milligan, Aria Nouri, Allan R Martin, Tammy Blizzard, Luiz Roberto Vialle, Lindsay Tetreault, Sukhvinder Kalsi-Ryan, Anna MacDowall, Esther Martin-Moore, Martin Burwood, Lianne Wood, Abdul Lalkhen, Manabu Ito, Nicky Wilson, Caroline Treanor, Sheila Dugan, Benjamin M Davies

JMIR Res Protoc 2023 (Oct 09); 12:e46809

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A Multilabel Text Classifier of Cancer Literature at the Publication Level: Methods Study of Medical Text Classification

Ying Zhang, Xiaoying Li, Yi Liu, Aihua Li, Xuemei Yang, Xiaoli Tang

JMIR Med Inform 2023 (Oct 05); 11:e44892

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Comparison of Diagnostic and Triage Accuracy of Ada Health and WebMD Symptom Checkers, ChatGPT, and Physicians for Patients in an Emergency Department: Clinical Data Analysis Study

Hamish Fraser, Daven Crossland, Ian Bacher, Megan Ranney, Tracy Madsen, Ross Hilliard

JMIR Mhealth Uhealth 2023 (Oct 03); 11:e49995

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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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