JMIR Medical Informatics - Vol 8, No 3 (2020): March

Decision Support for Health Professionals

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Performance of Computer-Aided Diagnosis in Ultrasonography for Detection of Breast Lesions Less and More Than 2 cm: Prospective Comparative Study

Liang Yongping, Ping Zhou, Zhang Juan, Zhao Yongfeng, Wengang Liu, Yifan Shi

JMIR Med Inform 2020 (Mar 02); 8(3):e16334

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Use of an Electronic Clinical Decision Support System in Primary Care to Assess Inappropriate Polypharmacy in Young Seniors With Multimorbidity: Observational, Descriptive, Cross-Sectional Study

Eloisa Rogero-Blanco, Juan A Lopez-Rodriguez, Teresa Sanz-Cuesta, Mercedes Aza-Pascual-Salcedo, M Jose Bujalance-Zafra, Isabel Cura-Gonzalez, MultiPAP Group

JMIR Med Inform 2020 (Mar 03); 8(3):e14130

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A Deep-Learning Algorithm (ECG12Net) for Detecting Hypokalemia and Hyperkalemia by Electrocardiography: Algorithm Development

Chin-Sheng Lin, Chin Lin, Wen-Hui Fang, Chia-Jung Hsu, Sy-Jou Chen, Kuo-Hua Huang, Wei-Shiang Lin, Chien-Sung Tsai, Chih-Chun Kuo, Tom Chau, Stephen JH Yang, Shih-Hua Lin

JMIR Med Inform 2020 (Mar 05); 8(3):e15931

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Temporal Pattern Detection to Predict Adverse Events in Critical Care: Case Study With Acute Kidney Injury

Mohammad Amin Morid, Olivia R Liu Sheng, Guilherme Del Fiol, Julio C Facelli, Bruce E Bray, Samir Abdelrahman

JMIR Med Inform 2020 (Mar 17); 8(3):e14272

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Information Seeking, Information Needs

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Undergraduate Medical Students’ Search for Health Information Online: Explanatory Cross-Sectional Study

Teresa Loda, Rebecca Erschens, Florian Junne, Andreas Stengel, Stephan Zipfel, Anne Herrmann-Werner

JMIR Med Inform 2020 (Mar 02); 8(3):e16279

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Adoption and Change Management of eHealth Systems

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Electronic Health Use in a Representative Sample of 18,497 Respondents in Norway (The Seventh Tromsø Study - Part 1): Population-Based Questionnaire Study

Rolf Wynn, Sunday Oluwafemi Oyeyemi, Andrius Budrionis, Luis Marco-Ruiz, Kassaye Yitbarek Yigzaw, Johan Gustav Bellika

JMIR Med Inform 2020 (Mar 05); 8(3):e13106

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Towards an Adoption Framework for Patient Access to Electronic Health Records: Systematic Literature Mapping Study

Hugo J T van Mens, Ruben D Duijm, Remko Nienhuis, Nicolette F de Keizer, Ronald Cornet

JMIR Med Inform 2020 (Mar 30); 8(3):e15150

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Tools, Programs and Algorithms

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Weight Loss Trajectories After Bariatric Surgery for Obesity: Mathematical Model and Proof-of-Concept Study

Chloe Dimeglio, Guillaume Becouarn, Philippe Topart, Rodolphe Bodin, Jean Christophe Buisson, Patrick Ritz

JMIR Med Inform 2020 (Mar 09); 8(3):e13672

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ePrescribing and Innovations in Pharmacies

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Detecting Potential Medication Selection Errors During Outpatient Pharmacy Processing of Electronic Prescriptions With the RxNorm Application Programming Interface: Retrospective Observational Cohort Study

Corey A Lester, Liyun Tu, Yuting Ding, Allen J Flynn

JMIR Med Inform 2020 (Mar 11); 8(3):e16073

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Machine Learning

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A Lightweight Deep Learning Model for Fast Electrocardiographic Beats Classification With a Wearable Cardiac Monitor: Development and Validation Study

Eunjoo Jeon, Kyusam Oh, Soonhwan Kwon, HyeongGwan Son, Yongkeun Yun, Eun-Soo Jung, Min Soo Kim

JMIR Med Inform 2020 (Mar 12); 8(3):e17037

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Development of a Real-Time Risk Prediction Model for In-Hospital Cardiac Arrest in Critically Ill Patients Using Deep Learning: Retrospective Study

Junetae Kim, Yu Rang Park, Jeong Hoon Lee, Jae-Ho Lee, Young-Hak Kim, Jin Won Huh

JMIR Med Inform 2020 (Mar 18); 8(3):e16349

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Predicting Metabolic Syndrome With Machine Learning Models Using a Decision Tree Algorithm: Retrospective Cohort Study

Cheng-Sheng Yu, Yu-Jiun Lin, Chang-Hsien Lin, Sen-Te Wang, Shiyng-Yu Lin, Sanders H Lin, Jenny L Wu, Shy-Shin Chang

JMIR Med Inform 2020 (Mar 23); 8(3):e17110

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Predicting Adverse Outcomes for Febrile Patients in the Emergency Department Using Sparse Laboratory Data: Development of a Time Adaptive Model

Sungjoo Lee, Sungjun Hong, Won Chul Cha, Kyunga Kim

JMIR Med Inform 2020 (Mar 26); 8(3):e16117

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Peak Outpatient and Emergency Department Visit Forecasting for Patients With Chronic Respiratory Diseases Using Machine Learning Methods: Retrospective Cohort Study

Junfeng Peng, Chuan Chen, Mi Zhou, Xiaohua Xie, Yuqi Zhou, Ching-Hsing Luo

JMIR Med Inform 2020 (Mar 30); 8(3):e13075

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Clinical Communication, Electronic Consultation and Telehealth

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The Use of Patient-Facing Teleconsultations in the National Health Service: Scoping Review

Micheal O'Cathail, M Ananth Sivanandan, Claire Diver, Poulam Patel, Judith Christian

JMIR Med Inform 2020 (Mar 16); 8(3):e15380

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Electronic Health Records

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Toward Standardized Monitoring of Patients With Chronic Diseases in Primary Care Using Electronic Medical Records: Development of a Tool by Adapted Delphi Procedure

Leandra Falck, Marco Zoller, Thomas Rosemann, Nahara Anani Martínez-González, Corinne Chmiel

JMIR Med Inform 2020 (Mar 25); 8(3):e14483

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Big Data

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Insurance Customers’ Expectations for Sharing Health Data: Qualitative Survey Study

Casandra Grundstrom, Olli Korhonen, Karin Väyrynen, Minna Isomursu

JMIR Med Inform 2020 (Mar 26); 8(3):e16102

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Adverse Drug Events Detection, Pharmacovigilance and Surveillance

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Discrepancies in Written Versus Calculated Durations in Opioid Prescriptions: Pre-Post Study

Benjamin H Slovis, John Kairys, Bracken Babula, Melanie Girondo, Cara Martino, Lindsey M Roke, Jeffrey Riggio

JMIR Med Inform 2020 (Mar 31); 8(3):e16199

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Natural Language Processing

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Clinical Text Data in Machine Learning: Systematic Review