Vol 10, No 1 (2022): January

Prediction of Physical Frailty in Orthogeriatric Patients Using Sensor Insole–Based Gait Analysis and Machine Learning Algorithms: Cross-sectional Study

Moritz Kraus, Maximilian Michael Saller, Sebastian Felix Baumbach, Carl Neuerburg, Ulla Cordula Stumpf, Wolfgang Böcker, Alexander Martin Keppler

JMIR Med Inform 2022 (Jan 05); 10(1):e32724

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Patient Representation Learning From Heterogeneous Data Sources and Knowledge Graphs Using Deep Collective Matrix Factorization: Evaluation Study

Sajit Kumar, Alicia Nanelia, Ragunathan Mariappan, Adithya Rajagopal, Vaibhav Rajan

JMIR Med Inform 2022 (Jan 20); 10(1):e28842

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Evaluation of the Need for Intensive Care in Children With Pneumonia: Machine Learning Approach

Yun-Chung Liu, Hao-Yuan Cheng, Tu-Hsuan Chang, Te-Wei Ho, Ting-Chi Liu, Ting-Yu Yen, Chia-Ching Chou, Luan-Yin Chang, Feipei Lai

JMIR Med Inform 2022 (Jan 27); 10(1):e28934

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Incidence of Diagnostic Errors Among Unexpectedly Hospitalized Patients Using an Automated Medical History–Taking System With a Differential Diagnosis Generator: Retrospective Observational Study

Ren Kawamura, Yukinori Harada, Shu Sugimoto, Yuichiro Nagase, Shinichi Katsukura, Taro Shimizu

JMIR Med Inform 2022 (Jan 27); 10(1):e35225

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Patient Perspectives on the Digitization of Personal Health Information in the Emergency Department: Mixed Methods Study During the COVID-19 Pandemic

Sophia Ly, Ricky Tsang, Kendall Ho

JMIR Med Inform 2022 (Jan 06); 10(1):e28981

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Assessment of Natural Language Processing Methods for Ascertaining the Expanded Disability Status Scale Score From the Electronic Health Records of Patients With Multiple Sclerosis: Algorithm Development and Validation Study

Zhen Yang, Chloé Pou-Prom, Ashley Jones, Michaelia Banning, David Dai, Muhammad Mamdani, Jiwon Oh, Tony Antoniou

JMIR Med Inform 2022 (Jan 12); 10(1):e25157

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Current Status of the Health Information Technology Industry in China from the China Hospital Information Network Conference: Cross-sectional Study of Participating Companies

Zhongan Zhang, Xu Zheng, Kai An, Yunfan He, Tong Wang, Ruizhu Zhou, Qilin Zheng, Mingfu Nuo, Jun Liang, Jianbo Lei

JMIR Med Inform 2022 (Jan 11); 10(1):e33600

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Impact of Electronic Health Record Interoperability on Telehealth Service Outcomes

Xinyue Zhang, Richard Saltman

JMIR Med Inform 2022 (Jan 11); 10(1):e31837

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Technology-Enabled, Evidence-Driven, and Patient-Centered: The Way Forward for Regulating Software as a Medical Device

Jane Elizabeth Carolan, John McGonigle, Andrea Dennis, Paula Lorgelly, Amitava Banerjee

JMIR Med Inform 2022 (Jan 27); 10(1):e34038

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Effects of Social Media Use for Health Information on COVID-19–Related Risk Perceptions and Mental Health During Pregnancy: Web-Based Survey

Qian Wang, Luyao Xie, Bo Song, Jiangli Di, Linhong Wang, Phoenix Kit-Han Mo

JMIR Med Inform 2022 (Jan 13); 10(1):e28183

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Machine Learning for Cardiovascular Outcomes From Wearable Data: Systematic Review From a Technology Readiness Level Point of View

Arman Naseri Jahfari, David Tax, Marcel Reinders, Ivo van der Bilt

JMIR Med Inform 2022 (Jan 19); 10(1):e29434

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The Use of Blockchain Technology in the Health Care Sector: Systematic Review

Deepa Elangovan, Chiau Soon Long, Faizah Safina Bakrin, Ching Siang Tan, Khang Wen Goh, Siang Fei Yeoh, Mei Jun Loy, Zahid Hussain, Kah Seng Lee, Azam Che Idris, Long Chiau Ming

JMIR Med Inform 2022 (Jan 20); 10(1):e17278

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Digital Health Interventions to Enhance Prevention in Primary Care: Scoping Review

Van C Willis, Kelly Jean Thomas Craig, Yalda Jabbarpour, Elisabeth L Scheufele, Yull E Arriaga, Monica Ajinkya, Kyu B Rhee, Andrew Bazemore

JMIR Med Inform 2022 (Jan 21); 10(1):e33518

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Correction: Candidemia Risk Prediction (CanDETEC) Model for Patients With Malignancy: Model Development and Validation in a Single-Center Retrospective Study

Junsang Yoo, Si-Ho Kim, Sujeong Hur, Juhyung Ha, Kyungmin Huh, Won Chul Cha

JMIR Med Inform 2022 (Jan 19); 10(1):e36385

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A Platform and Multisided Market for Translational, Software-Defined Medical Procedures in the Operating Room (OP 4.1): Proof-of-Concept Study

Magdalena Görtz, Michael Byczkowski, Mathias Rath, Viktoria Schütz, Philipp Reimold, Claudia Gasch, Tobias Simpfendörfer, Keno März, Alexander Seitel, Marco Nolden, Tobias Ross, Diana Mindroc-Filimon, Dominik Michael, Jasmin Metzger, Sinan Onogur, Stefanie Speidel, Lars Mündermann, Johannes Fallert, Michael Müller, Magnus von Knebel Doeberitz, Dogu Teber, Peter Seitz, Lena Maier-Hein, Stefan Duensing, Markus Hohenfellner

JMIR Med Inform 2022 (Jan 20); 10(1):e27743

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Validity and Reliability of the Korean Version of the Health Information Technology Usability Evaluation Scale: Psychometric Evaluation

Jisan Lee, Rebecca Schnall

JMIR Med Inform 2022 (Jan 24); 10(1):e28621

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Real-world Health Data and Precision for the Diagnosis of Acute Kidney Injury, Acute-on-Chronic Kidney Disease, and Chronic Kidney Disease: Observational Study

Karen Triep, Alexander Benedikt Leichtle, Martin Meister, Georg Martin Fiedler, Olga Endrich

JMIR Med Inform 2022 (Jan 25); 10(1):e31356

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Development of a Pipeline for Adverse Drug Reaction Identification in Clinical Notes: Word Embedding Models and String Matching

Klaske R Siegersma, Maxime Evers, Sophie H Bots, Floor Groepenhoff, Yolande Appelman, Leonard Hofstra, Igor I Tulevski, G Aernout Somsen, Hester M den Ruijter, Marco Spruit, N Charlotte Onland-Moret

JMIR Med Inform 2022 (Jan 25); 10(1):e31063

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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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Use of Clinical Data Interchange Standards Consortium (CDISC) Standards for Real-world Data: Expert Perspectives From a Qualitative Delphi Survey

Rhonda Facile, Erin Elizabeth Muhlbradt, Mengchun Gong, Qingna Li, Vaishali Popat, Frank Pétavy, Ronald Cornet, Yaoping Ruan, Daisuke Koide, Toshiki I Saito, Sam Hume, Frank Rockhold, Wenjun Bao, Sue Dubman, Barbara Jauregui Wurst

JMIR Med Inform 2022 (Jan 27); 10(1):e30363

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