Clinical Information and Decision Making

Predicting Unplanned Transfers to the Intensive Care Unit: A Machine Learning Approach Leveraging Diverse Clinical Elements

Ben Wellner, Joan Grand, Elizabeth Canzone, Matt Coarr, Patrick W Brady, Jeffrey Simmons, Eric Kirkendall, Nathan Dean, Monica Kleinman, Peter Sylvester

JMIR Med Inform 2017 (Nov 22); 5(4):e45

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Tablet-Based Patient-Centered Decision Support for Minor Head Injury in the Emergency Department: Pilot Study

Navdeep Singh, Erik Hess, George Guo, Adam Sharp, Brian Huang, Maggie Breslin, Edward Melnick

JMIR Mhealth Uhealth 2017 (Sep 28); 5(9):e144

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Is There Evidence of Cost Benefits of Electronic Medical Records, Standards, or Interoperability in Hospital Information Systems? Overview of Systematic Reviews

Zilma Silveira Nogueira Reis, Thais Abreu Maia, Milena Soriano Marcolino, Francisco Becerra-Posada, David Novillo-Ortiz, Antonio Luiz Pinho Ribeiro

JMIR Med Inform 2017 (Aug 29); 5(3):e26

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Psychiatric Consultation at Your Fingertips: Descriptive Analysis of Electronic Consultation From Primary Care to Psychiatry

Margaret Lowenstein, Olusinmi Bamgbose, Nathaniel Gleason, Mitchell D Feldman

J Med Internet Res 2017 (Aug 04); 19(8):e279

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Clinical Note Creation, Binning, and Artificial Intelligence

Rodrigo Octávio Deliberato, Leo Anthony Celi, David J Stone

JMIR Med Inform 2017 (Aug 03); 5(3):e24

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Individual Prognosis of Symptom Burden and Functioning in Chronic Diseases: A Generic Method Based on Patient-Reported Outcome (PRO) Measures

Niels Henrik Ingvar Hjollund

J Med Internet Res 2017 (Aug 01); 19(8):e278

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A Technological Innovation to Reduce Prescribing Errors Based on Implementation Intentions: The Acceptability and Feasibility of MyPrescribe

Chris Keyworth, Jo Hart, Hong Thoong, Jane Ferguson, Mary Tully

JMIR Hum Factors 2017 (Aug 01); 4(3):e17

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Triaging Patient Complaints: Monte Carlo Cross-Validation of Six Machine Learning Classifiers

Adel Elmessiry, William O Cooper, Thomas F Catron, Jan Karrass, Zhe Zhang, Munindar P Singh

JMIR Med Inform 2017 (Jul 31); 5(3):e19

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Modeling Patient Treatment With Medical Records: An Abstraction Hierarchy to Understand User Competencies and Needs

Justin D St-Maurice, Catherine M Burns

JMIR Hum Factors 2017 (Jul 28); 4(3):e16

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My Team of Care Study: A Pilot Randomized Controlled Trial of a Web-Based Communication Tool for Collaborative Care in Patients With Advanced Cancer

Teja Voruganti, Eva Grunfeld, Trevor Jamieson, Allison M Kurahashi, Bhadra Lokuge, Monika K Krzyzanowska, Muhammad Mamdani, Rahim Moineddin, Amna Husain

J Med Internet Res 2017 (Jul 18); 19(7):e219

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Issues Associated With the Use of Semantic Web Technology in Knowledge Acquisition for Clinical Decision Support Systems: Systematic Review of the Literature

Seyedjamal Zolhavarieh, David Parry, Quan Bai

JMIR Med Inform 2017 (Jul 05); 5(3):e18

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Validation of an Improved Computer-Assisted Technique for Mining Free-Text Electronic Medical Records

Marco Duz, John F Marshall, Tim Parkin

JMIR Med Inform 2017 (Jun 29); 5(2):e17

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The Effectiveness of Information Technology-Supported Shared Care for Patients With Chronic Disease: A Systematic Review

Laura Kooij, Wim G Groen, Wim H van Harten

J Med Internet Res 2017 (Jun 22); 19(6):e221

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Computerized Childbirth Monitoring Tools for Health Care Providers Managing Labor: A Scoping Review

Michael S Balikuddembe, Nazarius M Tumwesigye, Peter K Wakholi, Thorkild Tylleskär

JMIR Med Inform 2017 (Jun 15); 5(2):e14

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Enhancing Comparative Effectiveness Research With Automated Pediatric Pneumonia Detection in a Multi-Institutional Clinical Repository: A PHIS+ Pilot Study

Stephane Meystre, Ramkiran Gouripeddi, Joel Tieder, Jeffrey Simmons, Rajendu Srivastava, Samir Shah

J Med Internet Res 2017 (May 15); 19(5):e162

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Use of Machine Learning Classifiers and Sensor Data to Detect Neurological Deficit in Stroke Patients

Eunjeong Park, Hyuk-Jae Chang, Hyo Suk Nam

J Med Internet Res 2017 (Apr 18); 19(4):e120

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mHealth for Clinical Decision-Making in Sub-Saharan Africa: A Scoping Review

Ibukun-Oluwa Omolade Adepoju, Bregje Joanna Antonia Albersen, Vincent De Brouwere, Jos van Roosmalen, Marjolein Zweekhorst

JMIR Mhealth Uhealth 2017 (Mar 23); 5(3):e38

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A Learning Health Care System Using Computer-Aided Diagnosis

Amos Cahan, James J Cimino

J Med Internet Res 2017 (Mar 08); 19(3):e54

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A Mobile Clinical Decision Support Tool for Pediatric Cardiovascular Risk-Reduction Clinical Practice Guidelines: Development and Description

Robert D. Furberg, Pamela Williams, Jacqueline Bagwell, Kenneth LaBresh

JMIR Mhealth Uhealth 2017 (Mar 07); 5(3):e29

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Exacerbations in Chronic Obstructive Pulmonary Disease: Identification and Prediction Using a Digital Health System

Syed Ahmar Shah, Carmelo Velardo, Andrew Farmer, Lionel Tarassenko

J Med Internet Res 2017 (Mar 07); 19(3):e69

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