2023

Vol. 11 (2023)

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Theme Issue 2022: Health Natural Language Processing and Applications (CHIP)

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Practical Considerations for Developing Clinical Natural Language Processing Systems for Population Health Management and Measurement

Suzanne Tamang, Marie Humbert-Droz, Milena Gianfrancesco, Zara Izadi, Gabriela Schmajuk, Jinoos Yazdany

JMIR Med Inform 2023 (Jan 03); 11:e37805

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An End-to-End Natural Language Processing Application for Prediction of Medical Case Coding Complexity: Algorithm Development and Validation

He Ayu Xu, Bernard Maccari, Hervé Guillain, Julien Herzen, Fabio Agri, Jean Louis Raisaro

JMIR Med Inform 2023 (Jan 19); 11:e38150

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Viewpoints on and Experiences with Digital Technologies in Health

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Developing a Capsule Clinic—A 24-Hour Institution for Improving Primary Health Care Accessibility: Evidence From China

Dongliang Li, Rujia Zhang, Chun Chen, Yunyun Huang, Xiaoyi Wang, Qingren Yang, Xuebo Zhu, Xiangyang Zhang, Mo Hao, Liming Shui

JMIR Med Inform 2023 (Jan 09); 11:e41212

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Tools, Programs and Algorithms

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Scalable Causal Structure Learning: Scoping Review of Traditional and Deep Learning Algorithms and New Opportunities in Biomedicine

Pulakesh Upadhyaya, Kai Zhang, Can Li, Xiaoqian Jiang, Yejin Kim

JMIR Med Inform 2023 (Jan 17); 11:e38266

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Dealing With Missing, Imbalanced, and Sparse Features During the Development of a Prediction Model for Sudden Death Using Emergency Medicine Data: Machine Learning Approach

Xiaojie Chen, Han Chen, Shan Nan, Xiangtian Kong, Huilong Duan, Haiyan Zhu

JMIR Med Inform 2023 (Jan 20); 11:e38590

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Decision Support for Health Professionals

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Agreement Between Experts and an Untrained Crowd for Identifying Dermoscopic Features Using a Gamified App: Reader Feasibility Study

Jonathan Kentley, Jochen Weber, Konstantinos Liopyris, Ralph P Braun, Ashfaq A Marghoob, Elizabeth A Quigley, Kelly Nelson, Kira Prentice, Erik Duhaime, Allan C Halpern, Veronica Rotemberg

JMIR Med Inform 2023 (Jan 18); 11:e38412

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Toward Individualized Prediction of Binge-Eating Episodes Based on Ecological Momentary Assessment Data: Item Development and Pilot Study in Patients With Bulimia Nervosa and Binge-Eating Disorder

Ann-Kathrin Arend, Tim Kaiser, Björn Pannicke, Julia Reichenberger, Silke Naab, Ulrich Voderholzer, Jens Blechert

JMIR Med Inform 2023 (Feb 23); 11:e41513

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Reviews in Medical Informatics

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Ontologies Applied in Clinical Decision Support System Rules: Systematic Review

Xia Jing, Hua Min, Yang Gong, Paul Biondich, David Robinson, Timothy Law, Christian Nohr, Arild Faxvaag, Lior Rennert, Nina Hubig, Ronald Gimbel

JMIR Med Inform 2023 (Jan 19); 11:e43053

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The Current Status of Secondary Use of Claims, Electronic Medical Records, and Electronic Health Records in Epidemiology in Japan: Narrative Literature Review

Yang Zhao, Tadashi Tsubota

JMIR Med Inform 2023 (Feb 14); 11:e39876

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Smart Glasses for Supporting Distributed Care Work: Systematic Review

Zhan Zhang, Enze Bai, Karen Joy, Partth Naressh Ghelaa, Kathleen Adelgais, Mustafa Ozkaynak

JMIR Med Inform 2023 (Feb 28); 11:e44161

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Ontologies, Classifications, and Coding

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A Linked Open Data–Based Terminology to Describe Libre/Free and Open-source Software: Incremental Development Study

Franziska Jahn, Elske Ammenwerth, Verena Dornauer, Konrad Höffner, Michelle Bindel, Thomas Karopka, Alfred Winter

JMIR Med Inform 2023 (Jan 20); 11:e38861

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Systematized Nomenclature of Medicine–Clinical Terminology (SNOMED CT) Clinical Use Cases in the Context of Electronic Health Record Systems: Systematic Literature Review

Riikka Vuokko, Anne Vakkuri, Sari Palojoki

JMIR Med Inform 2023 (Feb 06); 11:e43750

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Secondary Use of Clinical Data for Research and Surveillance

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Assessment and Improvement of Drug Data Structuredness From Electronic Health Records: Algorithm Development and Validation

Ines Reinecke, Joscha Siebel, Saskia Fuhrmann, Andreas Fischer, Martin Sedlmayr, Jens Weidner, Franziska Bathelt

JMIR Med Inform 2023 (Jan 25); 11:e40312

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Industry Perspectives

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Unique Device Identification–Based Linkage of Hierarchically Accessible Data Domains in Prospective Surgical Hospital Data Ecosystems: User-Centered Design Approach

Karol Kozak, André Seidel, Nataliia Matvieieva, Constanze Neupetsch, Uwe Teicher, Gordon Lemme, Anas Ben Achour, Martin Barth, Steffen Ihlenfeldt, Welf-Guntram Drossel

JMIR Med Inform 2023 (Jan 27); 11:e41614

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Discretionary Corrigenda

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Correction: Social Media Monitoring of the COVID-19 Pandemic and Influenza Epidemic With Adaptation for Informal Language in Arabic Twitter Data: Qualitative Study

Lama Alsudias, Paul Rayson

JMIR Med Inform 2023 (Feb 03); 11:e45742

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Clinical Communication, Electronic Consultation and Telehealth

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The Impact of an Electronic Portal on Patient Encounters in Primary Care: Interrupted Time-Series Analysis

Karen Ferguson, Mark Fraser, Meltem Tuna, Charles Bruntz, Simone Dahrouge

JMIR Med Inform 2023 (Feb 06); 11:e43567

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Electronic Health Records

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A Comprehensive and Improved Definition for Hospital-Acquired Pressure Injury Classification Based on Electronic Health Records: Comparative Study

Mani Sotoodeh, Wenhui Zhang, Roy L Simpson, Vicki Stover Hertzberg, Joyce C Ho

JMIR Med Inform 2023 (Feb 23); 11:e40672

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Identification of Postpartum Depression in Electronic Health Records: Validation in a Large Integrated Health Care System

Jeff Slezak, David Sacks, Vicki Chiu, Chantal Avila, Nehaa Khadka, Jiu-Chiuan Chen, Jun Wu, Darios Getahun

JMIR Med Inform 2023 (Mar 01); 11:e43005

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Natural Language Processing

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Near Real-time Natural Language Processing for the Extraction of Abdominal Aortic Aneurysm Diagnoses From Radiology Reports: Algorithm Development and Validation Study

Simon Gaviria-Valencia, Sean P Murphy, Vinod C Kaggal, Robert D McBane II, Thom W Rooke, Rajeev Chaudhry, Mateo Alzate-Aguirre, Adelaide M Arruda-Olson

JMIR Med Inform 2023 (Feb 24); 11:e40964

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Health Information Exchange

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Perspectives on Challenges and Opportunities for Interoperability: Findings From Key Informant Interviews With Stakeholders in Ohio

Daniel M Walker, Willi L Tarver, Pallavi Jonnalagadda, Lorin Ranbom, Eric W Ford, Saurabh Rahurkar

JMIR Med Inform 2023 (Feb 24); 11:e43848

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