Ontologies, Classifications, and Coding

Natural Language Processing Versus Diagnosis Code–Based Methods for Postherpetic Neuralgia Identification: Algorithm Development and Validation

Chengyi Zheng, Bradley Ackerson, Sijia Qiu, Lina S Sy, Leticia I Vega Daily, Jeannie Song, Lei Qian, Yi Luo, Jennifer H Ku, Yanjun Cheng, Jun Wu, Hung Fu Tseng

JMIR Med Inform 2024 (Sep 10); 12:e57949

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Impact of Gold-Standard Label Errors on Evaluating Performance of Deep Learning Models in Diabetic Retinopathy Screening: Nationwide Real-World Validation Study

Yueye Wang, Xiaotong Han, Cong Li, Lixia Luo, Qiuxia Yin, Jian Zhang, Guankai Peng, Danli Shi, Mingguang He

J Med Internet Res 2024 (Aug 14); 26:e52506

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Research on Traditional Chinese Medicine: Domain Knowledge Graph Completion and Quality Evaluation

Chang Liu, Zhan Li, Jianmin Li, Yiqian Qu, Ying Chang, Qing Han, Lingyong Cao, Shuyuan Lin

JMIR Med Inform 2024 (Aug 02); 12:e55090

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Unsupervised Feature Selection to Identify Important ICD-10 and ATC Codes for Machine Learning on a Cohort of Patients With Coronary Heart Disease: Retrospective Study

Peyman Ghasemi, Joon Lee

JMIR Med Inform 2024 (Jul 26); 12:e52896

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Introducing Attribute Association Graphs to Facilitate Medical Data Exploration: Development and Evaluation Using Epidemiological Study Data

Louis Bellmann, Alexander Johannes Wiederhold, Leona Trübe, Raphael Twerenbold, Frank Ückert, Karl Gottfried

JMIR Med Inform 2024 (Jul 24); 12:e49865

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Integrating Clinical Data and Medical Imaging in Lung Cancer: Feasibility Study Using the Observational Medical Outcomes Partnership Common Data Model Extension

Hyerim Ji, Seok Kim, Leonard Sunwoo, Sowon Jang, Ho-Young Lee, Sooyoung Yoo

JMIR Med Inform 2024 (Jul 12); 12:e59187

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Is Boundary Annotation Necessary? Evaluating Boundary-Free Approaches to Improve Clinical Named Entity Annotation Efficiency: Case Study

Gabriel Herman Bernardim Andrade, Shuntaro Yada, Eiji Aramaki

JMIR Med Inform 2024 (Jul 02); 12:e59680

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An Ontology-Based Decision Support System for Tailored Clinical Nutrition Recommendations for Patients With Chronic Obstructive Pulmonary Disease: Development and Acceptability Study

Daniele Spoladore, Vera Colombo, Alessia Fumagalli, Martina Tosi, Erna Cecilia Lorenzini, Marco Sacco

JMIR Med Inform 2024 (Jun 26); 12:e50980

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Potential Roles of Large Language Models in the Production of Systematic Reviews and Meta-Analyses

Xufei Luo, Fengxian Chen, Di Zhu, Ling Wang, Zijun Wang, Hui Liu, Meng Lyu, Ye Wang, Qi Wang, Yaolong Chen

J Med Internet Res 2024 (Jun 25); 26:e56780

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Dermoscopy Differential Diagnosis Explorer (D3X) Ontology to Aggregate and Link Dermoscopic Patterns to Differential Diagnoses: Development and Usability Study

Rebecca Z Lin, Muhammad Tuan Amith, Cynthia X Wang, John Strickley, Cui Tao

JMIR Med Inform 2024 (Jun 21); 12:e49613

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Communication and Contextual Factors in Robotic-Assisted Surgical Teams: Protocol for Developing a Taxonomy

Kyi Phyu Nyein, Claire Condron

JMIR Res Protoc 2024 (Jun 17); 13:e54910

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Creation of Standardized Common Data Elements for Diagnostic Tests in Infectious Disease Studies: Semantic and Syntactic Mapping

Caroline Stellmach, Sina Marie Hopff, Thomas Jaenisch, Susana Marina Nunes de Miranda, Eugenia Rinaldi, The NAPKON, LEOSS, ORCHESTRA, and ReCoDID Working Groups

J Med Internet Res 2024 (Jun 10); 26:e50049

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Using the Natural Language Processing System Medical Named Entity Recognition-Japanese to Analyze Pharmaceutical Care Records: Natural Language Processing Analysis

Yukiko Ohno, Riri Kato, Haruki Ishikawa, Tomohiro Nishiyama, Minae Isawa, Mayumi Mochizuki, Eiji Aramaki, Tohru Aomori

JMIR Form Res 2024 (Jun 04); 8:e55798

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A Taxonomy for Health Information Systems

Anna Janssen, Candice Donnelly, Tim Shaw

J Med Internet Res 2024 (May 31); 26:e47682

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Harnessing ChatGPT for Thematic Analysis: Are We Ready?

V Vien Lee, Stephanie C C van der Lubbe, Lay Hoon Goh, Jose Maria Valderas

J Med Internet Res 2024 (May 31); 26:e54974

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Redefining Health Care Data Interoperability: Empirical Exploration of Large Language Models in Information Exchange

Dukyong Yoon, Changho Han, Dong Won Kim, Songsoo Kim, SungA Bae, Jee An Ryu, Yujin Choi

J Med Internet Res 2024 (May 31); 26:e56614

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Searching COVID-19 Clinical Research Using Graph Queries: Algorithm Development and Validation

Francesco Invernici, Anna Bernasconi, Stefano Ceri

J Med Internet Res 2024 (May 30); 26:e52655

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Evaluating the Diagnostic Performance of Large Language Models on Complex Multimodal Medical Cases

Wan Hang Keith Chiu, Wei Sum Koel Ko, William Chi Shing Cho, Sin Yu Joanne Hui, Wing Chi Lawrence Chan, Michael D Kuo

J Med Internet Res 2024 (May 13); 26:e53724

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Evaluation of SNOMED CT Grouper Accuracy and Coverage in Organizing the Electronic Health Record Problem List by Clinical System: Observational Study

Rashaud Senior, Timothy Tsai, William Ratliff, Lisa Nadler, Suresh Balu, Elizabeth Malcolm, Eugenia McPeek Hinz

JMIR Med Inform 2024 (May 09); 12:e51274

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Characterization of Post–COVID-19 Definitions and Clinical Coding Practices: Longitudinal Study

Monika Maripuri, Andrew Dey, Jacqueline Honerlaw, Chuan Hong, Yuk-Lam Ho, Vidisha Tanukonda, Alicia W Chen, Vidul Ayakulangara Panickan, Xuan Wang, Harrison G Zhang, Doris Yang, Malarkodi Jebathilagam Samayamuthu, Michele Morris, Shyam Visweswaran, Brendin Beaulieu-Jones, Rachel Ramoni, Sumitra Muralidhar, J Michael Gaziano, Katherine Liao, Zongqi Xia, Gabriel A Brat, Tianxi Cai, Kelly Cho

Online J Public Health Inform 2024 (May 03); 16:e53445

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