Clinical Information and Decision Making

Psychiatrists' Attitudes Toward Disruptive New Technologies: Mixed-Methods Study

Alexis Bourla, Florian Ferreri, Laetitia Ogorzelec, Charles-Siegfried Peretti, Christian Guinchard, Stephane Mouchabac

JMIR Ment Health 2018 (Dec 14); 5(4):e10240

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Extraction of Information Related to Adverse Drug Events from Electronic Health Record Notes: Design of an End-to-End Model Based on Deep Learning

Fei Li, Weisong Liu, Hong Yu

JMIR Med Inform 2018 (Nov 26); 6(4):e12159

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An Interpretable and Expandable Deep Learning Diagnostic System for Multiple Ocular Diseases: Qualitative Study

Kai Zhang, Xiyang Liu, Fan Liu, Lin He, Lei Zhang, Yahan Yang, Wangting Li, Shuai Wang, Lin Liu, Zhenzhen Liu, Xiaohang Wu, Haotian Lin

J Med Internet Res 2018 (Nov 14); 20(11):e11144

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Automated Extraction of Diagnostic Criteria From Electronic Health Records for Autism Spectrum Disorders: Development, Evaluation, and Application

Gondy Leroy, Yang Gu, Sydney Pettygrove, Maureen K Galindo, Ananyaa Arora, Margaret Kurzius-Spencer

J Med Internet Res 2018 (Nov 07); 20(11):e10497

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Appropriateness of Hospital Admission for Emergency Department Patients with Bronchiolitis: Secondary Analysis

Gang Luo, Michael D Johnson, Flory L Nkoy, Shan He, Bryan L Stone

JMIR Med Inform 2018 (Nov 05); 6(4):e10498

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A Computerized Method for Measuring Computed Tomography Pulmonary Angiography Yield in the Emergency Department: Validation Study

Safiya Richardson, Philip Solomon, Alexander O'Connell, Sundas Khan, Jonathan Gong, Alex Makhnevich, Guang Qiu, Meng Zhang, Thomas McGinn

JMIR Med Inform 2018 (Oct 25); 6(4):e44

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Predicting Current Glycated Hemoglobin Values in Adults: Development of an Algorithm From the Electronic Health Record

Brian J Wells, Kristin M Lenoir, Jose-Franck Diaz-Garelli, Wendell Futrell, Elizabeth Lockerman, Kevin M Pantalone, Michael W Kattan

JMIR Med Inform 2018 (Oct 22); 6(4):e10780

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Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review

Titus Josef Brinker, Achim Hekler, Jochen Sven Utikal, Niels Grabe, Dirk Schadendorf, Joachim Klode, Carola Berking, Theresa Steeb, Alexander H Enk, Christof von Kalle

J Med Internet Res 2018 (Oct 17); 20(10):e11936

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Using Artificial Intelligence (Watson for Oncology) for Treatment Recommendations Amongst Chinese Patients with Lung Cancer: Feasibility Study

Chaoyuan Liu, Xianling Liu, Fang Wu, Mingxuan Xie, Yeqian Feng, Chunhong Hu

J Med Internet Res 2018 (Sep 25); 20(9):e11087

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Physician and Pharmacist Medication Decision-Making in the Time of Electronic Health Records: Mixed-Methods Study 

Kathryn Mercer, Catherine Burns, Lisa Guirguis, Jessie Chin, Maman Joyce Dogba, Lisa Dolovich, Line Guénette, Laurie Jenkins, France Légaré, Annette McKinnon, Josephine McMurray, Khrystine Waked, Kelly A Grindrod

JMIR Hum Factors 2018 (Sep 25); 5(3):e24

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Improving Prediction of Risk of Hospital Admission in Chronic Obstructive Pulmonary Disease: Application of Machine Learning to Telemonitoring Data

Peter Orchard, Anna Agakova, Hilary Pinnock, Christopher David Burton, Christophe Sarran, Felix Agakov, Brian McKinstry

J Med Internet Res 2018 (Sep 21); 20(9):e263

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Clinical Decision Support Systems for Drug Allergy Checking: Systematic Review

Laura Légat, Sven Van Laere, Marc Nyssen, Stephane Steurbaut, Alain G Dupont, Pieter Cornu

J Med Internet Res 2018 (Sep 07); 20(9):e258

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Internet of Things Buttons for Real-Time Notifications in Hospital Operations: Proposal for Hospital Implementation

Peter Ray Chai, Haipeng Zhang, Christopher W Baugh, Guruprasad D Jambaulikar, Jonathan C McCabe, Janet M Gorman, Edward W Boyer, Adam Landman

J Med Internet Res 2018 (Aug 10); 20(8):e251

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Rethinking the Meaning of Cloud Computing for Health Care: A Taxonomic Perspective and Future Research Directions

Fangjian Gao, Scott Thiebes, Ali Sunyaev

J Med Internet Res 2018 (Jul 11); 20(7):e10041

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Unsupervised Machine Learning to Identify High Likelihood of Dementia in Population-Based Surveys: Development and Validation Study

Laurent Cleret de Langavant, Eleonore Bayen, Kristine Yaffe

J Med Internet Res 2018 (Jul 09); 20(7):e10493

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Interactive Visual Displays for Interpreting the Results of Clinical Trials: Formative Evaluation With Case Vignettes

Jiantao Bian, Charlene Weir, Prasad Unni, Damian Borbolla, Thomas Reese, Yik-Ki Jacob Wan, Guilherme Del Fiol

J Med Internet Res 2018 (Jun 25); 20(6):e10507

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Using Neural Networks with Routine Health Records to Identify Suicide Risk: Feasibility Study

Marcos DelPozo-Banos, Ann John, Nicolai Petkov, Damon Mark Berridge, Kate Southern, Keith LLoyd, Caroline Jones, Sarah Spencer, Carlos Manuel Travieso

JMIR Ment Health 2018 (Jun 22); 5(2):e10144

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Models Used in Clinical Decision Support Systems Supporting Healthcare Professionals Treating Chronic Wounds: Systematic Literature Review

Clara Schaarup, Louise Bilenberg Pape-Haugaard, Ole Kristian Hejlesen

JMIR Diabetes 2018 (Jun 21); 3(2):e11

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Acceptability of a Mobile Clinical Decision Tool Among Emergency Department Clinicians: Development and Evaluation of The Ottawa Rules App

Michelle Paradis, Ian Stiell, Katherine M Atkinson, Julien Guerinet, Yulric Sequeira, Laura Salter, Alan J Forster, Malia SQ Murphy, Kumanan Wilson

JMIR Mhealth Uhealth 2018 (Jun 11); 6(6):e10263

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Assessing Statewide All-Cause Future One-Year Mortality: Prospective Study With Implications for Quality of Life, Resource Utilization, and Medical Futility

Yanting Guo, Gang Zheng, Tianyun Fu, Shiying Hao, Chengyin Ye, Le Zheng, Modi Liu, Minjie Xia, Bo Jin, Chunqing Zhu, Oliver Wang, Qian Wu, Devore S Culver, Shaun T Alfreds, Frank Stearns, Laura Kanov, Ajay Bhatia, Karl G Sylvester, Eric Widen, Doff B McElhinney, Xuefeng Bruce Ling

J Med Internet Res 2018 (Jun 04); 20(6):e10311

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