Methods and Instruments in Medical Informatics

Monitoring the Implementation of Tobacco Cessation Support Tools: Using Novel Electronic Health Record Activity Metrics

Jinying Chen, Sarah L Cutrona, Ajay Dharod, Stephanie C Bunch, Kristie L Foley, Brian Ostasiewski, Erica R Hale, Aaron Bridges, Adam Moses, Eric C Donny, Erin L Sutfin, Thomas K Houston, iDAPT Implementation Science Center for Cancer Control

JMIR Med Inform 2023;11:e43097

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Motion Artifact Reduction in Electrocardiogram Signals Through a Redundant Denoising Independent Component Analysis Method for Wearable Health Care Monitoring Systems: Algorithm Development and Validation

Fabian Andres Castaño Usuga, Christian Gissel, Alher Mauricio Hernández

JMIR Med Inform 2022 (Nov 25); 10(11):e40826

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Improving the Performance of Outcome Prediction for Inpatients With Acute Myocardial Infarction Based on Embedding Representation Learned From Electronic Medical Records: Development and Validation Study

Yanqun Huang, Zhimin Zheng, Moxuan Ma, Xin Xin, Honglei Liu, Xiaolu Fei, Lan Wei, Hui Chen

J Med Internet Res 2022 (Aug 03); 24(8):e37486

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Global Scientific Research Landscape on Medical Informatics From 2011 to 2020: Bibliometric Analysis

Xuefei He, Cheng Peng, Yingxin Xu, Ye Zhang, Zhongqing Wang

JMIR Med Inform 2022 (Apr 21); 10(4):e33842

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Utility Metrics for Evaluating Synthetic Health Data Generation Methods: Validation Study

Khaled El Emam, Lucy Mosquera, Xi Fang, Alaa El-Hussuna

JMIR Med Inform 2022 (Apr 07); 10(4):e35734

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A Traditional Chinese Medicine Syndrome Classification Model Based on Cross-Feature Generation by Convolution Neural Network: Model Development and Validation

Zonghai Huang, Jiaqing Miao, Ju Chen, Yanmei Zhong, Simin Yang, Yiyi Ma, Chuanbiao Wen

JMIR Med Inform 2022 (Apr 06); 10(4):e29290

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Patient-Level Fall Risk Prediction Using the Observational Medical Outcomes Partnership’s Common Data Model: Pilot Feasibility Study

Hyesil Jung, Sooyoung Yoo, Seok Kim, Eunjeong Heo, Borham Kim, Ho-Young Lee, Hee Hwang

JMIR Med Inform 2022 (Mar 11); 10(3):e35104

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State of the Art of Machine Learning–Enabled Clinical Decision Support in Intensive Care Units: Literature Review

Na Hong, Chun Liu, Jianwei Gao, Lin Han, Fengxiang Chang, Mengchun Gong, Longxiang Su

JMIR Med Inform 2022 (Mar 03); 10(3):e28781

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State-of-the-art Dashboards on Clinical Indicator Data to Support Reflection on Practice: Scoping Review

Bernard Bucalon, Tim Shaw, Kerri Brown, Judy Kay

JMIR Med Inform 2022 (Feb 14); 10(2):e32695

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Best Practices and Lessons Learned for Action Research in eHealth Design and Implementation: Literature Review

Kira Oberschmidt, Christiane Grünloh, Femke Nijboer, Lex van Velsen

J Med Internet Res 2022 (Jan 28); 24(1):e31795

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The Development History and Research Tendency of Medical Informatics: Topic Evolution Analysis

Wenting Han, Xi Han, Sijia Zhou, Qinghua Zhu

JMIR Med Inform 2022 (Jan 27); 10(1):e31918

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Benchmarking Effectiveness and Efficiency of Deep Learning Models for Semantic Textual Similarity in the Clinical Domain: Validation Study

Qingyu Chen, Alex Rankine, Yifan Peng, Elaheh Aghaarabi, Zhiyong Lu

JMIR Med Inform 2021 (Dec 30); 9(12):e27386

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How Clinicians Perceive Artificial Intelligence–Assisted Technologies in Diagnostic Decision Making: Mixed Methods Approach

Hyeyoung Hah, Deana Shevit Goldin

J Med Internet Res 2021 (Dec 16); 23(12):e33540

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Population Preferences for Performance and Explainability of Artificial Intelligence in Health Care: Choice-Based Conjoint Survey

Thomas Ploug, Anna Sundby, Thomas B Moeslund, Søren Holm

J Med Internet Res 2021 (Dec 13); 23(12):e26611

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The Collaborative Metadata Repository (CoMetaR) Web App: Quantitative and Qualitative Usability Evaluation

Mark R Stöhr, Andreas Günther, Raphael W Majeed

JMIR Med Inform 2021 (Nov 29); 9(11):e30308

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Introduction of Systematized Nomenclature of Medicine–Clinical Terms Coding Into an Electronic Health Record and Evaluation of its Impact: Qualitative and Quantitative Study

Tanya Pankhurst, Felicity Evison, Jolene Atia, Suzy Gallier, Jamie Coleman, Simon Ball, Deborah McKee, Steven Ryan, Ruth Black

JMIR Med Inform 2021 (Nov 23); 9(11):e29532

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Intersection of Health Informatics Tools and Community Engagement in Health-Related Research to Reduce Health Inequities: Scoping Review

Geetanjali Rajamani, Patricia Rodriguez Espinosa, Lisa G Rosas

J Particip Med 2021 (Nov 19); 13(3):e30062

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Deep Learning Techniques for Fatty Liver Using Multi-View Ultrasound Images Scanned by Different Scanners: Development and Validation Study

Taewoo Kim, Dong Hyun Lee, Eun-Kee Park, Sanghun Choi

JMIR Med Inform 2021 (Nov 18); 9(11):e30066

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Use of Patient-Reported Outcome Measures and Patient-Reported Experience Measures Within Evaluation Studies of Telemedicine Applications: Systematic Review

Andreas Knapp, Lorenz Harst, Stefan Hager, Jochen Schmitt, Madlen Scheibe

J Med Internet Res 2021 (Nov 17); 23(11):e30042

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The Relationship Between Electronic Health Record System and Performance on Quality Measures in the American College of Rheumatology’s Rheumatology Informatics System for Effectiveness (RISE) Registry: Observational Study

Nevin Hammam, Zara Izadi, Jing Li, Michael Evans, Julia Kay, Stephen Shiboski, Gabriela Schmajuk, Jinoos Yazdany

JMIR Med Inform 2021 (Nov 12); 9(11):e31186

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