Clinical Informatics

Digital Alerting and Outcomes in Patients With Sepsis: Systematic Review and Meta-Analysis

Meera Joshi, Hutan Ashrafian, Sonal Arora, Sadia Khan, Graham Cooke, Ara Darzi

J Med Internet Res 2019 (Dec 20); 21(12):e15166

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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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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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Health Care Professionals’ Perspectives on the Secondary Use of Health Records to Improve Quality and Safety of Care in England: Qualitative Study

Ana Luísa Neves, Dilkushi Poovendran, Lisa Freise, Saira Ghafur, Kelsey Flott, Ara Darzi, Erik K Mayer

J Med Internet Res 2019 (Sep 26); 21(9):e14135

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Impact of an Intensive Care Information System on the Length of Stay of Surgical Intensive Care Unit Patients: Observational Study

Camille Havel, Jean Selim, Emmanuel Besnier, Philippe Gouin, Benoit Veber, Thomas Clavier

JMIR Perioper Med 2019 (Sep 04); 2(2):e14501

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Implementation of a Digitally Enabled Care Pathway (Part 1): Impact on Clinical Outcomes and Associated Health Care Costs

Alistair Connell, Rosalind Raine, Peter Martin, Estela Capelas Barbosa, Stephen Morris, Claire Nightingale, Omid Sadeghi-Alavijeh, Dominic King, Alan Karthikesalingam, Cían Hughes, Trevor Back, Kareem Ayoub, Mustafa Suleyman, Gareth Jones, Jennifer Cross, Sarah Stanley, Mary Emerson, Charles Merrick, Geraint Rees, Hugh Montgomery, Christopher Laing

J Med Internet Res 2019 (Jul 31); 21(7):e13147

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Implementation of a Digitally Enabled Care Pathway (Part 2): Qualitative Analysis of Experiences of Health Care Professionals

Alistair Connell, Georgia Black, Hugh Montgomery, Peter Martin, Claire Nightingale, Dominic King, Alan Karthikesalingam, Cían Hughes, Trevor Back, Kareem Ayoub, Mustafa Suleyman, Gareth Jones, Jennifer Cross, Sarah Stanley, Mary Emerson, Charles Merrick, Geraint Rees, Christopher Laing, Rosalind Raine

J Med Internet Res 2019 (Jul 31); 21(7):e13143

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Projection Word Embedding Model With Hybrid Sampling Training for Classifying ICD-10-CM Codes: Longitudinal Observational Study

Chin Lin, Yu-Sheng Lou, Dung-Jang Tsai, Chia-Cheng Lee, Chia-Jung Hsu, Ding-Chung Wu, Mei-Chuen Wang, Wen-Hui Fang

JMIR Med Inform 2019 (Jul 23); 7(3):e14499

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A Real-Time Early Warning System for Monitoring Inpatient Mortality Risk: Prospective Study Using Electronic Medical Record Data

Chengyin Ye, Oliver Wang, Modi Liu, Le Zheng, Minjie Xia, Shiying Hao, Bo Jin, Hua Jin, Chunqing Zhu, Chao Jung Huang, Peng Gao, Gray Ellrodt, Denny Brennan, Frank Stearns, Karl G Sylvester, Eric Widen, Doff B McElhinney, Xuefeng Ling

J Med Internet Res 2019 (Jul 05); 21(7):e13719

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Visibility of Community Nursing Within an Administrative Health Classification System: Evaluation of Content Coverage

Lorraine J Block, Leanne M Currie, Nicholas R Hardiker, Gillian Strudwick

J Med Internet Res 2019 (Jun 26); 21(6):e12847

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Discovering Clinical Information Models Online to Promote Interoperability of Electronic Health Records: A Feasibility Study of OpenEHR

Lin Yang, Xiaoshuo Huang, Jiao Li

J Med Internet Res 2019 (May 28); 21(5):e13504

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Developing the National Usability-Focused Health Information System Scale for Physicians: Validation Study

Hannele Hyppönen, Johanna Kaipio, Tarja Heponiemi, Tinja Lääveri, Anna-Mari Aalto, Jukka Vänskä, Marko Elovainio

J Med Internet Res 2019 (May 16); 21(5):e12875

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Adapting State-of-the-Art Deep Language Models to Clinical Information Extraction Systems: Potentials, Challenges, and Solutions

Liyuan Zhou, Hanna Suominen, Tom Gedeon

JMIR Med Inform 2019 (Apr 25); 7(2):e11499

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Patient-Sharing Relations in the Treatment of Diabetes and Their Implications for Health Information Exchange: Claims-Based Analysis

Georg Duftschmid, Christoph Rinner, Simone Katja Sauter, Gottfried Endel, Peter Klimek, Christoph Mitsch, Harald Heinzl

JMIR Med Inform 2019 (Apr 12); 7(2):e12172

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Genomic Common Data Model for Seamless Interoperation of Biomedical Data in Clinical Practice: Retrospective Study

Seo Jeong Shin, Seng Chan You, Yu Rang Park, Jin Roh, Jang-Hee Kim, Seokjin Haam, Christian G Reich, Clair Blacketer, Dae-Soon Son, Seungbin Oh, Rae Woong Park

J Med Internet Res 2019 (Mar 26); 21(3):e13249

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Beyond One-Off Integrations: A Commercial, Substitutable, Reusable, Standards-Based, Electronic Health Record–Connected App

Kenneth D Mandl, Daniel Gottlieb, Alyssa Ellis

J Med Internet Res 2019 (Feb 01); 21(2):e12902

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Measuring the Impact of an Open Web-Based Prescribing Data Analysis Service on Clinical Practice: Cohort Study on NHS England Data

Alex J Walker, Helen J Curtis, Richard Croker, Seb Bacon, Ben Goldacre

J Med Internet Res 2019 (Jan 16); 21(1):e10929

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Application of Efficient Data Cleaning Using Text Clustering for Semistructured Medical Reports to Large-Scale Stool Examination Reports: Methodology Study

Hyunki Woo, Kyunga Kim, KyeongMin Cha, Jin-Young Lee, Hansong Mun, Soo Jin Cho, Ji In Chung, Jeung Hui Pyo, Kun-Chul Lee, Mira Kang

J Med Internet Res 2019 (Jan 08); 21(1):e10013

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