Vol 7, No 4 (2019): Oct-Dec

Characterizing Artificial Intelligence Applications in Cancer Research: A Latent Dirichlet Allocation Analysis

Bach Xuan Tran, Carl A Latkin, Noha Sharafeldin, Katherina Nguyen, Giang Thu Vu, Wilson W S Tam, Ngai-Man Cheung, Huong Lan Thi Nguyen, Cyrus S H Ho, Roger C M Ho

JMIR Med Inform 2019 (Oct 01); 7(4):e14401

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Fast Prediction of Deterioration and Death Risk in Patients With Acute Exacerbation of Chronic Obstructive Pulmonary Disease Using Vital Signs and Admission History: Retrospective Cohort Study

Mi Zhou, Chuan Chen, Junfeng Peng, Ching-Hsing Luo, Ding Yun Feng, Hailing Yang, Xiaohua Xie, Yuqi Zhou

JMIR Med Inform 2019 (Oct 21); 7(4):e13085

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Exploiting Machine Learning Algorithms and Methods for the Prediction of Agitated Delirium After Cardiac Surgery: Models Development and Validation Study

Hani Nabeel Mufti, Gregory Marshal Hirsch, Samina Raza Abidi, Syed Sibte Raza Abidi

JMIR Med Inform 2019 (Oct 23); 7(4):e14993

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A Bayesian Network Analysis of the Diagnostic Process and its Accuracy to Determine How Clinicians Estimate Cardiac Function in Critically Ill Patients: Prospective Observational Cohort Study

Thomas Kaufmann, José Castela Forte, Bart Hiemstra, Marco A Wiering, Marco Grzegorczyk, Anne H Epema, Iwan C C van der Horst, SICS Study Group

JMIR Med Inform 2019 (Oct 30); 7(4):e15358

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Differential Diagnosis Assessment in Ambulatory Care With an Automated Medical History–Taking Device: Pilot Randomized Controlled Trial

Adrien Jean-Pierre Schwitzguebel, Clarisse Jeckelmann, Roberto Gavinio, Cécile Levallois, Charles Benaïm, Hervé Spechbach

JMIR Med Inform 2019 (Nov 04); 7(4):e14044

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Automatic Detection of Hypoglycemic Events From the Electronic Health Record Notes of Diabetes Patients: Empirical Study

Yonghao Jin, Fei Li, Varsha G Vimalananda, Hong Yu

JMIR Med Inform 2019 (Nov 08); 7(4):e14340

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A Deep Learning Approach for Managing Medical Consumable Materials in Intensive Care Units via Convolutional Neural Networks: Technical Proof-of-Concept Study

Arne Peine, Ahmed Hallawa, Oliver Schöffski, Guido Dartmann, Lejla Begic Fazlic, Anke Schmeink, Gernot Marx, Lukas Martin

JMIR Med Inform 2019 (Oct 10); 7(4):e14806

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Fast Healthcare Interoperability Resources (FHIR) as a Meta Model to Integrate Common Data Models: Development of a Tool and Quantitative Validation Study

Emily Rose Pfaff, James Champion, Robert Louis Bradford, Marshall Clark, Hao Xu, Karamarie Fecho, Ashok Krishnamurthy, Steven Cox, Christopher G Chute, Casey Overby Taylor, Stan Ahalt

JMIR Med Inform 2019 (Oct 16); 7(4):e15199

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Digital Health and the State of Interoperable Electronic Health Records

Jessica Germaine Shull

JMIR Med Inform 2019 (Nov 01); 7(4):e12712

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Navigating Through Electronic Health Records: Survey Study on Medical Students’ Perspectives in General and With Regard to a Specific Training

Anne Herrmann-Werner, Martin Holderried, Teresa Loda, Nisar Malek, Stephan Zipfel, Friederike Holderried

JMIR Med Inform 2019 (Nov 12); 7(4):e12648

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Challenges With Continuous Pulse Oximetry Monitoring and Wireless Clinician Notification Systems After Surgery: Reactive Analysis of a Randomized Controlled Trial

Prathiba Harsha, James E Paul, Matthew A Chong, Norm Buckley, Antonella Tidy, Anne Clarke, Diane Buckley, Zenon Sirko, Thuva Vanniyasingam, Jake Walsh, Michael McGillion, Lehana Thabane

JMIR Med Inform 2019 (Oct 28); 7(4):e14603

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Usability Factors Associated With Physicians’ Distress and Information System–Related Stress: Cross-Sectional Survey

Tarja Heponiemi, Sari Kujala, Suvi Vainiomäki, Tuulikki Vehko, Tinja Lääveri, Jukka Vänskä, Eeva Ketola, Sampsa Puttonen, Hannele Hyppönen

JMIR Med Inform 2019 (Nov 05); 7(4):e13466

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Identifying Opioid Use Disorder in the Emergency Department: Multi-System Electronic Health Record–Based Computable Phenotype Derivation and Validation Study

David Chartash, Hyung Paek, James D Dziura, Bill K Ross, Daniel P Nogee, Eric Boccio, Cory Hines, Aaron M Schott, Molly M Jeffery, Mehul D Patel, Timothy F Platts-Mills, Osama Ahmed, Cynthia Brandt, Katherine Couturier, Edward Melnick

JMIR Med Inform 2019 (Oct 31); 7(4):e15794

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Cohort Selection for Clinical Trials From Longitudinal Patient Records: Text Mining Approach

Irena Spasic, Dominik Krzeminski, Padraig Corcoran, Alexander Balinsky

JMIR Med Inform 2019 (Oct 31); 7(4):e15980

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Extracting Clinical Features From Dictated Ambulatory Consult Notes Using a Commercially Available Natural Language Processing Tool: Pilot, Retrospective, Cross-Sectional Validation Study

Jeremy Petch, Jane Batt, Joshua Murray, Muhammad Mamdani

JMIR Med Inform 2019 (Nov 01); 7(4):e12575

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Combining Contextualized Embeddings and Prior Knowledge for Clinical Named Entity Recognition: Evaluation Study

Min Jiang, Todd Sanger, Xiong Liu

JMIR Med Inform 2019 (Nov 13); 7(4):e14850

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Opportunities and Challenges of Telehealth in Remote Communities: Case Study of the Yukon Telehealth System

Emily Seto, Dallas Smith, Matt Jacques, Plinio Pelegrini Morita

JMIR Med Inform 2019 (Nov 01); 7(4):e11353

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Key Factors Affecting Ambulatory Care Providers’ Electronic Exchange of Health Information With Affiliated and Unaffiliated Partners: Web-Based Survey Study

John C Pendergrass, Ranganathan Chandrasekaran

JMIR Med Inform 2019 (Nov 07); 7(4):e12000

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Developing a Reproducible Microbiome Data Analysis Pipeline Using the Amazon Web Services Cloud for a Cancer Research Group: Proof-of-Concept Study

Jinbing Bai, Ileen Jhaney, Jessica Wells

JMIR Med Inform 2019 (Nov 11); 7(4):e14667

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Impact on Readmission Reduction Among Heart Failure Patients Using Digital Health Monitoring: Feasibility and Adoptability Study

Christopher Park, Emamuzo Otobo, Jennifer Ullman, Jason Rogers, Farah Fasihuddin, Shashank Garg, Sarthak Kakkar, Marni Goldstein, Sai Vishudhi Chandrasekhar, Sean Pinney, Ashish Atreja

JMIR Med Inform 2019 (Nov 15); 7(4):e13353

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