Ontologies, Classifications, and Coding

Text Dialogue Analysis for Primary Screening of Mild Cognitive Impairment: Development and Validation Study

Changyu Wang, Siru Liu, Aiqing Li, Jialin Liu

J Med Internet Res 2023 (Dec 29); 25:e51501

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Differentiating ChatGPT-Generated and Human-Written Medical Texts: Quantitative Study

Wenxiong Liao, Zhengliang Liu, Haixing Dai, Shaochen Xu, Zihao Wu, Yiyang Zhang, Xiaoke Huang, Dajiang Zhu, Hongmin Cai, Quanzheng Li, Tianming Liu, Xiang Li

JMIR Med Educ 2023 (Dec 28); 9:e48904

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Extending cBioPortal for Therapy Recommendation Documentation in Molecular Tumor Boards: Development and Usability Study

Christopher Renner, Niklas Reimer, Jan Christoph, Hauke Busch, Patrick Metzger, Melanie Boerries, Arsenij Ustjanzew, Dominik Boehm, Philipp Unberath

JMIR Med Inform 2023 (Dec 11); 11:e50017

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ChatGPT Versus Consultants: Blinded Evaluation on Answering Otorhinolaryngology Case–Based Questions

Christoph Raphael Buhr, Harry Smith, Tilman Huppertz, Katharina Bahr-Hamm, Christoph Matthias, Andrew Blaikie, Tom Kelsey, Sebastian Kuhn, Jonas Eckrich

JMIR Med Educ 2023 (Dec 05); 9:e49183

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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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Assessing the Use of German Claims Data Vocabularies for Research in the Observational Medical Outcomes Partnership Common Data Model: Development and Evaluation Study

Elisa Henke, Michéle Zoch, Michael Kallfelz, Thomas Ruhnke, Liz Annika Leutner, Melissa Spoden, Christian Günster, Martin Sedlmayr, Franziska Bathelt

JMIR Med Inform 2023 (Nov 07); 11:e47959

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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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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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A Natural Language Processing Model for COVID-19 Detection Based on Dutch General Practice Electronic Health Records by Using Bidirectional Encoder Representations From Transformers: Development and Validation Study

Maarten Homburg, Eline Meijer, Matthijs Berends, Thijmen Kupers, Tim Olde Hartman, Jean Muris, Evelien de Schepper, Premysl Velek, Jeroen Kuiper, Marjolein Berger, Lilian Peters

J Med Internet Res 2023 (Oct 04); 25:e49944

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Web-Based Application Based on Human-in-the-Loop Deep Learning for Deidentifying Free-Text Data in Electronic Medical Records: Development and Usability Study

Leibo Liu, Oscar Perez-Concha, Anthony Nguyen, Vicki Bennett, Victoria Blake, Blanca Gallego, Louisa Jorm

Interact J Med Res 2023 (Aug 25); 12:e46322

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Machine Learning–Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review

Jeremy A Balch, Matthew M Ruppert, Tyler J Loftus, Ziyuan Guan, Yuanfang Ren, Gilbert R Upchurch, Tezcan Ozrazgat-Baslanti, Parisa Rashidi, Azra Bihorac

JMIR Med Inform 2023 (Aug 24); 11:e48297

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Comprehensive Ontology of Fibroproliferative Diseases: Protocol for a Semantic Technology Study

Marcin Golec, Maulik Kamdar, Sandra Barteit

JMIR Res Protoc 2023 (Aug 11); 12:e48645

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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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Methods Used in the Development of Common Data Models for Health Data: Scoping Review

Najia Ahmadi, Michele Zoch, Patricia Kelbert, Richard Noll, Jannik Schaaf, Markus Wolfien, Martin Sedlmayr

JMIR Med Inform 2023 (Aug 03); 11:e45116

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Evaluating the Applicability of Existing Lexicon-Based Sentiment Analysis Techniques on Family Medicine Resident Feedback Field Notes: Retrospective Cohort Study

Kevin Jia Qi Lu, Christopher Meaney, Elaine Guo, Fok-Han Leung

JMIR Med Educ 2023 (Jul 27); 9:e41953

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An Ontology-Based Approach to Improving Medication Appropriateness in Older Patients: Algorithm Development and Validation Study

Elena Calvo-Cidoncha, Julián Verdinelli, Javier González-Bueno, Alfonso López-Soto, Concepción Camacho Hernando, Xavier Pastor-Duran, Carles Codina-Jané, Raimundo Lozano-Rubí

JMIR Med Inform 2023 (Jul 10); 11:e45850

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Transferability Based on Drug Structure Similarity in the Automatic Classification of Noncompliant Drug Use on Social Media: Natural Language Processing Approach

Tomohiro Nishiyama, Shuntaro Yada, Shoko Wakamiya, Satoko Hori, Eiji Aramaki

J Med Internet Res 2023 (May 03); 25:e44870

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Supervised Relation Extraction Between Suicide-Related Entities and Drugs: Development and Usability Study of an Annotated PubMed Corpus

Karina Karapetian, Soo Min Jeon, Jin-Won Kwon, Young-Kyoon Suh

J Med Internet Res 2023 (Mar 08); 25:e41100

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Extracting Medical Information From Free-Text and Unstructured Patient-Generated Health Data Using Natural Language Processing Methods: Feasibility Study With Real-world Data

Emre Sezgin, Syed-Amad Hussain, Steve Rust, Yungui Huang

JMIR Form Res 2023 (Mar 07); 7:e43014

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German Medical Named Entity Recognition Model and Data Set Creation Using Machine Translation and Word Alignment: Algorithm Development and Validation

Johann Frei, Frank Kramer

JMIR Form Res 2023 (Feb 28); 7:e39077

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