Vol 10, No 5 (2022): May

Web-Based Software Tools for Systematic Literature Review in Medicine: Systematic Search and Feature Analysis

Kathryn Cowie, Asad Rahmatullah, Nicole Hardy, Karl Holub, Kevin Kallmes

JMIR Med Inform 2022 (May 02); 10(5):e33219

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User Perceptions and Use of an Enhanced Electronic Health Record in Rwanda With and Without Clinical Alerts: Cross-sectional Survey

Hamish S F Fraser, Michael Mugisha, Eric Remera, Joseph Lune Ngenzi, Janise Richards, Xenophon Santas, Wayne Naidoo, Christopher Seebregts, Jeanine Condo, Aline Umubyeyi

JMIR Med Inform 2022 (May 03); 10(5):e32305

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Impact of a Machine Learning–Based Decision Support System for Urinary Tract Infections: Prospective Observational Study in 36 Primary Care Practices

Willem Ernst Herter, Janine Khuc, Giovanni Cinà, Bart J Knottnerus, Mattijs E Numans, Maryse A Wiewel, Tobias N Bonten, Daan P de Bruin, Thamar van Esch, Niels H Chavannes, Robert A Verheij

JMIR Med Inform 2022 (May 04); 10(5):e27795

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Transformer- and Generative Adversarial Network–Based Inpatient Traditional Chinese Medicine Prescription Recommendation: Development Study

Hong Zhang, Jiajun Zhang, Wandong Ni, Youlin Jiang, Kunjing Liu, Daying Sun, Jing Li

JMIR Med Inform 2022 (May 31); 10(5):e35239

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Clustering Diagnoses From 58 Million Patient Visits in Finland Between 2015 and 2018

Pasi Fränti, Sami Sieranoja, Katja Wikström, Tiina Laatikainen

JMIR Med Inform 2022 (May 04); 10(5):e35422

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Computerized Clinical Decision Support Systems for the Early Detection of Sepsis Among Pediatric, Neonatal, and Maternal Inpatients: Scoping Review

Khalia Ackermann, Jannah Baker, Marino Festa, Brendan McMullan, Johanna Westbrook, Ling Li

JMIR Med Inform 2022 (May 06); 10(5):e35061

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Comparison of Severity of Illness Scores and Artificial Intelligence Models That Are Predictive of Intensive Care Unit Mortality: Meta-analysis and Review of the Literature

Cristina Barboi, Andreas Tzavelis, Lutfiyya NaQiyba Muhammad

JMIR Med Inform 2022 (May 31); 10(5):e35293

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Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review

Jonathan Huang, Galal Galal, Mozziyar Etemadi, Mahesh Vaidyanathan

JMIR Med Inform 2022 (May 31); 10(5):e36388

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Predicting Postoperative Mortality With Deep Neural Networks and Natural Language Processing: Model Development and Validation

Pei-Fu Chen, Lichin Chen, Yow-Kuan Lin, Guo-Hung Li, Feipei Lai, Cheng-Wei Lu, Chi-Yu Yang, Kuan-Chih Chen, Tzu-Yu Lin

JMIR Med Inform 2022 (May 10); 10(5):e38241

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Electronic Medical Record–Based Machine Learning Approach to Predict the Risk of 30-Day Adverse Cardiac Events After Invasive Coronary Treatment: Machine Learning Model Development and Validation

Osung Kwon, Wonjun Na, Heejun Kang, Tae Joon Jun, Jihoon Kweon, Gyung-Min Park, YongHyun Cho, Cinyoung Hur, Jungwoo Chae, Do-Yoon Kang, Pil Hyung Lee, Jung-Min Ahn, Duk-Woo Park, Soo-Jin Kang, Seung-Whan Lee, Cheol Whan Lee, Seong-Wook Park, Seung-Jung Park, Dong Hyun Yang, Young-Hak Kim

JMIR Med Inform 2022 (May 11); 10(5):e26801

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Characterization of Electronic Health Record Use Outside Scheduled Clinic Hours Among Primary Care Pediatricians: Retrospective Descriptive Task Analysis of Electronic Health Record Access Log Data

Selasi Attipoe, Jeffrey Hoffman, Steve Rust, Yungui Huang, John A Barnard, Sharon Schweikhart, Jennifer L Hefner, Daniel M Walker, Simon Linwood

JMIR Med Inform 2022 (May 12); 10(5):e34787

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Integrated Health Record Viewers and Reduction in Duplicate Medical Imaging: Retrospective Observational Analysis

Yingzhe Yuan, Megan Price, David F Schmidt, Merry Ward, Jonathan Nebeker, Steven Pizer

JMIR Med Inform 2022 (May 20); 10(5):e32168

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Exploring Sentiment and Care Management of Hospitalized Patients During the First Wave of the COVID-19 Pandemic Using Electronic Nursing Health Records: Descriptive Study

Juan Nicolás Cuenca-Zaldívar, Maria Torrente-Regidor, Laura Martín-Losada, César Fernández-De-Las-Peñas, Lidiane Lima Florencio, Pedro Alexandre Sousa, Domingo Palacios-Ceña

JMIR Med Inform 2022 (May 12); 10(5):e38308

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Deep Neural Networks for Simultaneously Capturing Public Topics and Sentiments During a Pandemic: Application on a COVID-19 Tweet Data Set

Adrien Boukobza, Anita Burgun, Bertrand Roudier, Rosy Tsopra

JMIR Med Inform 2022 (May 25); 10(5):e34306

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Construction of a Linked Data Set of COVID-19 Knowledge Graphs: Development and Applications

Haofen Wang, Huifang Du, Guilin Qi, Huajun Chen, Wei Hu, Zhuo Chen

JMIR Med Inform 2022 (May 13); 10(5):e37215

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An Analysis of French-Language Tweets About COVID-19 Vaccines: Supervised Learning Approach

Romy Sauvayre, Jessica Vernier, Cédric Chauvière

JMIR Med Inform 2022 (May 17); 10(5):e37831

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Domain-Specific Common Data Elements for Rare Disease Registration: Conceptual Approach of a European Joint Initiative Toward Semantic Interoperability in Rare Disease Research

Haitham Abaza, Dennis Kadioglu, Simona Martin, Andri Papadopoulou, Bruna dos Santos Vieira, Franz Schaefer, Holger Storf

JMIR Med Inform 2022 (May 20); 10(5):e32158

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The Architecture of a Feasibility Query Portal for Distributed COVID-19 Fast Healthcare Interoperability Resources (FHIR) Patient Data Repositories: Design and Implementation Study

Julian Gruendner, Noemi Deppenwiese, Michael Folz, Thomas Köhler, Björn Kroll, Hans-Ulrich Prokosch, Lorenz Rosenau, Mathias Rühle, Marc-Anton Scheidl, Christina Schüttler, Brita Sedlmayr, Alexander Twrdik, Alexander Kiel, Raphael W Majeed

JMIR Med Inform 2022 (May 25); 10(5):e36709

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