Clinical Informatics

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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Exploring Reasons for Delayed Start-of-Care Nursing Visits in Home Health Care: Algorithm Development and Data Science Study

Maryam Zolnoori, Jiyoun Song, Margaret V McDonald, Yolanda Barrón, Kenrick Cato, Paulina Sockolow, Sridevi Sridharan, Nicole Onorato, Kathryn H Bowles, Maxim Topaz

JMIR Nursing 2021 (Dec 30); 4(4):e31038

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A Novel Deep Learning–Based System for Triage in the Emergency Department Using Electronic Medical Records: Retrospective Cohort Study

Li-Hung Yao, Ka-Chun Leung, Chu-Lin Tsai, Chien-Hua Huang, Li-Chen Fu

J Med Internet Res 2021 (Dec 27); 23(12):e27008

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Health Care Analytics With Time-Invariant and Time-Variant Feature Importance to Predict Hospital-Acquired Acute Kidney Injury: Observational Longitudinal Study

Horng-Ruey Chua, Kaiping Zheng, Anantharaman Vathsala, Kee-Yuan Ngiam, Hui-Kim Yap, Liangjian Lu, Ho-Yee Tiong, Amartya Mukhopadhyay, Graeme MacLaren, Shir-Lynn Lim, K Akalya, Beng-Chin Ooi

J Med Internet Res 2021 (Dec 24); 23(12):e30805

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Text Mining of Adverse Events in Clinical Trials: Deep Learning Approach

Daphne Chopard, Matthias S Treder, Padraig Corcoran, Nagheen Ahmed, Claire Johnson, Monica Busse, Irena Spasic

JMIR Med Inform 2021 (Dec 24); 9(12):e28632

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Can Real-time Computer-Aided Detection Systems Diminish the Risk of Postcolonoscopy Colorectal Cancer?

Mariusz Madalinski, Roger Prudham

JMIR Med Inform 2021 (Dec 24); 9(12):e25328

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Electronic Health Record Implementations and Insufficient Training Endanger Nurses’ Well-being: Cross-sectional Survey Study

Tarja Heponiemi, Kia Gluschkoff, Tuulikki Vehko, Anu-Marja Kaihlanen, Kaija Saranto, Sari Nissinen, Janna Nadav, Sari Kujala

J Med Internet Res 2021 (Dec 23); 23(12):e27096

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Value of the Electronic Medical Record for Hospital Care: Update From the Literature

Aykut Uslu, Jürgen Stausberg

J Med Internet Res 2021 (Dec 23); 23(12):e26323

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Identifying Data Quality Dimensions for Person-Generated Wearable Device Data: Multi-Method Study

Sylvia Cho, Chunhua Weng, Michael G Kahn, Karthik Natarajan

JMIR Mhealth Uhealth 2021 (Dec 23); 9(12):e31618

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Implementation of Fingerprint Technology for Unique Patient Matching and Identification at an HIV Care and Treatment Facility in Western Kenya: Cross-sectional Study

Noah Kasiiti Jaafa, Benard Mokaya, Simon Muhindi Savai, Ada Yeung, Abraham Mosigisi Siika, Martin Were

J Med Internet Res 2021 (Dec 22); 23(12):e28958

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Using the Theoretical Domains Framework to Identify Barriers and Enablers to Implementing a Virtual Tertiary–Regional Telemedicine Rounding and Consultation for Kids (TRaC-K) Model: Qualitative Study

Sumedh Bele, Christine Cassidy, Janet Curran, David W Johnson, J A Michelle Bailey

J Med Internet Res 2021 (Dec 22); 23(12):e28610

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An Integrated Model to Improve Medication Reconciliation in Oncology: Prospective Interventional Study

Alessandro Passardi, Patrizia Serra, Caterina Donati, Federica Fiori, Sabrina Prati, Roberto Vespignani, Gabriele Taglioni, Patrizia Farfaneti Ghetti, Giovanni Martinelli, Oriana Nanni, Mattia Altini, Giovanni Luca Frassineti, Martina Vittoria Minguzzi

J Med Internet Res 2021 (Dec 20); 23(12):e31321

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The Health Care Sector’s Experience of Blockchain: A Cross-disciplinary Investigation of Its Real Transformative Potential

Karen Yeung

J Med Internet Res 2021 (Dec 20); 23(12):e24109

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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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mUzima Mobile Electronic Health Record (EHR) System: Development and Implementation at Scale

Martin Chieng Were, Simon Savai, Benard Mokaya, Samuel Mbugua, Nyoman Ribeka, Preetam Cholli, Ada Yeung

J Med Internet Res 2021 (Dec 14); 23(12):e26381

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Sharing Clinical Notes and Electronic Health Records With People Affected by Mental Health Conditions: Scoping Review

Julian Schwarz, Annika Bärkås, Charlotte Blease, Lorna Collins, Maria Hägglund, Sarah Markham, Stefan Hochwarter

JMIR Ment Health 2021 (Dec 14); 8(12):e34170

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Transformation and Evaluation of the MIMIC Database in the OMOP Common Data Model: Development and Usability Study

Nicolas Paris, Antoine Lamer, Adrien Parrot

JMIR Med Inform 2021 (Dec 14); 9(12):e30970

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CE Accreditation and Barriers to CE Marking of Pediatric Drug Calculators for Mobile Devices: Scoping Review and Qualitative Analysis

Charlotte Koldeweij, Jonathan Clarke, Joppe Nijman, Calandra Feather, Saskia N de Wildt, Nicholas Appelbaum

J Med Internet Res 2021 (Dec 13); 23(12):e31333

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Leveraging National Claims and Hospital Big Data: Cohort Study on a Statin-Drug Interaction Use Case

Aurélie Bannay, Mathilde Bories, Pascal Le Corre, Christine Riou, Pierre Lemordant, Pascal Van Hille, Emmanuel Chazard, Xavier Dode, Marc Cuggia, Guillaume Bouzillé

JMIR Med Inform 2021 (Dec 13); 9(12):e29286

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Communicating Guideline Recommendations Using Graphic Narrative Versus Text-Based Broadcast Screensavers: Design and Implementation Study

Lauren Sinnenberg, Craig A Umscheid, Frances S Shofer, Damien Leri, Zachary F Meisel

JMIR Hum Factors 2021 (Dec 13); 8(4):e27171

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