Ontologies, Classifications, and Coding

Using Large Language Models to Abstract Complex Social Determinants of Health From Original and Deidentified Medical Notes: Development and Validation Study

Alexandra Ralevski, Nadaa Taiyab, Michael Nossal, Lindsay Mico, Samantha Piekos, Jennifer Hadlock

J Med Internet Res 2024 (Nov 19); 26:e63445

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Visual Modeling Languages in Patient Pathways: Scoping Review

Binyam Bogale, Märt Vesinurm, Paul Lillrank, Elisabeth Gulowsen Celius, Ragnhild Halvorsrud

Interact J Med Res 2024 (Nov 15); 13:e55865

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The Impact of International Classification of Disease–Triggered Prescription Support on Telemedicine: Observational Analysis of Efficiency and Guideline Adherence

Tarso Augusto Duenhas Accorsi, Anderson Aires Eduardo, Carlos Guilherme Baptista, Flavio Tocci Moreira, Renata Albaladejo Morbeck, Karen Francine Köhler, Karine de Amicis Lima, Carlos Henrique Sartorato Pedrotti

JMIR Med Inform 2024 (Oct 25); 12:e56681

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Bridging Data Models in Health Care With a Novel Intermediate Query Format for Feasibility Queries: Mixed Methods Study

Lorenz Rosenau, Julian Gruendner, Alexander Kiel, Thomas Köhler, Bastian Schaffer, Raphael W Majeed

JMIR Med Inform 2024 (Oct 14); 12:e58541

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Enhancing the Functionalities of Personal Health Record Systems: Empirical Study Based on the HL7 Personal Health Record System Functional Model Release 1

Teng Cao, Zhi Chen, Masaharu Nakayama

JMIR Med Inform 2024 (Oct 09); 12:e56735

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Use of SNOMED CT in Large Language Models: Scoping Review

Eunsuk Chang, Sumi Sung

JMIR Med Inform 2024 (Oct 07); 12:e62924

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Toward Better Semantic Interoperability of Data Element Repositories in Medicine: Analysis Study

Zhengyong Hu, Anran Wang, Yifan Duan, Jiayin Zhou, Wanfei Hu, Sizhu Wu

JMIR Med Inform 2024 (Sep 30); 12:e60293

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An Ontology to Bridge the Clinical Management of Patients and Public Health Responses for Strengthening Infectious Disease Surveillance: Design Science Study

Sachiko Lim, Paul Johannesson

JMIR Form Res 2024 (Sep 26); 8:e53711

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PCEtoFHIR: Decomposition of Postcoordinated SNOMED CT Expressions for Storage as HL7 FHIR Resources

Tessa Ohlsen, Josef Ingenerf, Andrea Essenwanger, Cora Drenkhahn

JMIR Med Inform 2024 (Sep 17); 12:e57853

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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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