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

Decision Support for Health Professionals

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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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Readmission Risk Trajectories for Patients With Heart Failure Using a Dynamic Prediction Approach: Retrospective Study

Wei Jiang, Sauleh Siddiqui, Sean Barnes, Lili A Barouch, Frederick Korley, Diego A Martinez, Matthew Toerper, Stephanie Cabral, Eric Hamrock, Scott Levin

JMIR Med Inform 2019 (Oct 02); 7(4):e14756

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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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Advanced Data Analytics in eHealth

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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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Electronic Health Records

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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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Adoption and Change Management of eHealth Systems

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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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Tools, Programs and Algorithms

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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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Natural Language Processing

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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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eHealth Infrastructures

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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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Health Information Exchange

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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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Methods and Instruments in Medical Informatics

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