JMIR Medical Informatics - Vol 8, No 7 (2020): July

Theme issue 2019: Health Natural Language Processing

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An Ensemble Learning Strategy for Eligibility Criteria Text Classification for Clinical Trial Recruitment: Algorithm Development and Validation

Kun Zeng, Zhiwei Pan, Yibin Xu, Yingying Qu

JMIR Med Inform 2020 (Jul 01); 8(7):e17832

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Decision Support for Health Professionals

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Predicting Current Glycated Hemoglobin Levels in Adults From Electronic Health Records: Validation of Multiple Logistic Regression Algorithm

Zakhriya Alhassan, David Budgen, Riyad Alshammari, Noura Al Moubayed

JMIR Med Inform 2020 (Jul 03); 8(7):e18963

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Neural Network–Based Clinical Prediction System for Identifying the Clinical Effects of Saffron (Crocus sativus L) Supplement Therapy on Allergic Asthma: Model Evaluation Study

Seyed Ahmad Hosseini, Amir Jamshidnezhad, Marzie Zilaee, Behzad Fouladi Dehaghi, Abbas Mohammadi, Seyed Mohsen Hosseini

JMIR Med Inform 2020 (Jul 06); 8(7):e17580

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Machine Learning

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A Multiview Model for Detecting the Inappropriate Use of Prescription Medication: Machine Learning Approach

Lin Zhuo, Yinchu Cheng, Shaoqin Liu, Yu Yang, Shuang Tang, Jiancun Zhen, Junfeng Zhao, Siyan Zhan

JMIR Med Inform 2020 (Jul 06); 8(7):e16312

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Accurate Prediction of Coronary Heart Disease for Patients With Hypertension From Electronic Health Records With Big Data and Machine-Learning Methods: Model Development and Performance Evaluation

Zhenzhen Du, Yujie Yang, Jing Zheng, Qi Li, Denan Lin, Ye Li, Jianping Fan, Wen Cheng, Xie-Hui Chen, Yunpeng Cai

JMIR Med Inform 2020 (Jul 06); 8(7):e17257

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Precision Health–Enabled Machine Learning to Identify Need for Wraparound Social Services Using Patient- and Population-Level Data Sets: Algorithm Development and Validation

Suranga N Kasthurirathne, Shaun Grannis, Paul K Halverson, Justin Morea, Nir Menachemi, Joshua R Vest

JMIR Med Inform 2020 (Jul 09); 8(7):e16129

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Identifying the Medical Lethality of Suicide Attempts Using Network Analysis and Deep Learning: Nationwide Study

Bora Kim, Younghoon Kim, C Hyung Keun Park, Sang Jin Rhee, Young Shin Kim, Bennett L Leventhal, Yong Min Ahn, Hyojung Paik

JMIR Med Inform 2020 (Jul 09); 8(7):e14500

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Real-World Integration of a Sepsis Deep Learning Technology Into Routine Clinical Care: Implementation Study

Mark P Sendak, William Ratliff, Dina Sarro, Elizabeth Alderton, Joseph Futoma, Michael Gao, Marshall Nichols, Mike Revoir, Faraz Yashar, Corinne Miller, Kelly Kester, Sahil Sandhu, Kristin Corey, Nathan Brajer, Christelle Tan, Anthony Lin, Tres Brown, Susan Engelbosch, Kevin Anstrom, Madeleine Clare Elish, Katherine Heller, Rebecca Donohoe, Jason Theiling, Eric Poon, Suresh Balu, Armando Bedoya, Cara O'Brien

JMIR Med Inform 2020 (Jul 15); 8(7):e15182

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Ontologies, Classifications, and Coding

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Data Integration in the Brazilian Public Health System for Tuberculosis: Use of the Semantic Web to Establish Interoperability

Felipe Carvalho Pellison, Rui Pedro Charters Lopes Rijo, Vinicius Costa Lima, Nathalia Yukie Crepaldi, Filipe Andrade Bernardi, Rafael Mello Galliez, Afrânio Kritski, Kumar Abhishek, Domingos Alves

JMIR Med Inform 2020 (Jul 06); 8(7):e17176

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Prediction of Medical Concepts in Electronic Health Records: Similar Patient Analysis

Nhat Le, Matthew Wiley, Antonio Loza, Vagelis Hristidis, Robert El-Kareh

JMIR Med Inform 2020 (Jul 17); 8(7):e16008

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Clinical Communication, Electronic Consultation and Telehealth

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A Retrospective Analysis of Provider-to-Patient Secure Messages: How Much Are They Increasing, Who Is Doing the Work, and Is the Work Happening After Hours?

Frederick North, Kristine E Luhman, Eric A Mallmann, Toby J Mallmann, Sidna M Tulledge-Scheitel, Emily J North, Jennifer L Pecina

JMIR Med Inform 2020 (Jul 08); 8(7):e16521

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ePrescribing and Innovations in Pharmacies

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Positioning and Utilization of Information and Communication Technology in Community Pharmacies of Selangor, Malaysia: Cross-Sectional Study

Bhuvan KC, Dorothy Lim, Chia Chia Low, Connie Chew, Ali Qais Blebil, Juman Abdulelah Dujaili, Alian A Alrasheedy

JMIR Med Inform 2020 (Jul 08); 8(7):e17982

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Natural Language Processing

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Extraction of Information Related to Drug Safety Surveillance From Electronic Health Record Notes: Joint Modeling of Entities and Relations Using Knowledge-Aware Neural Attentive Models

Bharath Dandala, Venkata Joopudi, Ching-Huei Tsou, Jennifer J Liang, Parthasarathy Suryanarayanan

JMIR Med Inform 2020 (Jul 10); 8(7):e18417

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Adoption and Change Management of eHealth Systems

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Exploring the Determinants of Mobile Health Adoption by Hospitals in China: Empirical Study

Boumediene Ramdani, Binheng Duan, Ilhem Berrou

JMIR Med Inform 2020 (Jul 14); 8(7):e14795

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Theme Issue: Medical Informatics and COVID-19

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The Role of Health Technology and Informatics in a Global Public Health Emergency: Practices and Implications From the COVID-19 Pandemic

Jiancheng Ye

JMIR Med Inform 2020 (Jul 14); 8(7):e19866

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Computerized Provider Order Entry (CPOE)

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Appropriateness of Overridden Alerts in Computerized Physician Order Entry: Systematic Review

Tahmina Nasrin Poly, Md.Mohaimenul Islam, Hsuan-Chia Yang, Yu-Chuan (Jack) Li

JMIR Med Inform 2020 (Jul 20); 8(7):e15653

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Security in Digital Health

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Good News and Bad News About Incentives to Violate the Health Insurance Portability and Accountability Act (HIPAA): Scenario-Based Questionnaire Study

Joana Gaia, Xunyi Wang, Chul Woo Yoo, G Lawrence Sanders

JMIR Med Inform 2020 (Jul 20); 8(7):e15880

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Reliability of Supervised Machine Learning Using Synthetic Data in Health Care: Model to Preserve Privacy for Data Sharing

Debbie Rankin, Michaela Black, Raymond Bond, Jonathan Wallace, Maurice Mulvenna, Gorka Epelde

JMIR Med Inform 2020 (Jul 20); 8(7):e18910

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Tools, Programs and Algorithms

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Enabling Agile Clinical and Translational Data Warehousing: Platform Development and Evaluation

Helmut Spengler, Claudia Lang, Tanmaya Mahapatra, Ingrid Gatz, Klaus A Kuhn, Fabian Prasser

JMIR Med Inform 2020 (Jul 21); 8(7):e15918

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Secondary Use of Clinical Data for Research and Surveillance

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The Kaiser Permanente Northern California Adult Alcohol Registry, an Electronic Health Records-Based Registry of Patients With Alcohol Problems: Development and Implementation

Vanessa A Palzes, Constance Weisner, Felicia W Chi, Andrea H Kline-Simon, Derek D Satre, Matthew E Hirschtritt, Murtuza Ghadiali, Stacy Sterling

JMIR Med Inform 2020 (Jul 22); 8(7):e19081

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