Vol 9, No 9 (2021): September

Predicting Health Material Accessibility: Development of Machine Learning Algorithms

Meng Ji, Yanmeng Liu, Tianyong Hao

JMIR Med Inform 2021 (Sep 01); 9(9):e29175

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Machine Learning Approaches to Retrieve High-Quality, Clinically Relevant Evidence From the Biomedical Literature: Systematic Review

Wael Abdelkader, Tamara Navarro, Rick Parrish, Chris Cotoi, Federico Germini, Alfonso Iorio, R Brian Haynes, Cynthia Lokker

JMIR Med Inform 2021 (Sep 09); 9(9):e30401

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Measuring Collaboration Through Concurrent Electronic Health Record Usage: Network Analysis Study

Patrick Li, Bob Chen, Evan Rhodes, Jason Slagle, Mhd Wael Alrifai, Daniel France, You Chen

JMIR Med Inform 2021 (Sep 03); 9(9):e28998

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Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice

Viraj Kulkarni, Manish Gawali, Amit Kharat

JMIR Med Inform 2021 (Sep 09); 9(9):e28776

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Using a New Model of Electronic Health Record Training to Reduce Physician Burnout: A Plan for Action

Vishnu Mohan, Cort Garrison, Jeffrey A Gold

JMIR Med Inform 2021 (Sep 20); 9(9):e29374

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Models Predicting Hospital Admission of Adult Patients Utilizing Prehospital Data: Systematic Review Using PROBAST and CHARMS

Ann Corneille Monahan, Sue S Feldman

JMIR Med Inform 2021 (Sep 16); 9(9):e30022

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Social Media Monitoring of the COVID-19 Pandemic and Influenza Epidemic With Adaptation for Informal Language in Arabic Twitter Data: Qualitative Study

Lama Alsudias, Paul Rayson

JMIR Med Inform 2021 (Sep 17); 9(9):e27670

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Automatic Classification of Thyroid Findings Using Static and Contextualized Ensemble Natural Language Processing Systems: Development Study

Dongyup Shin, Hye Jin Kam, Min-Seok Jeon, Ha Young Kim

JMIR Med Inform 2021 (Sep 21); 9(9):e30223

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Defining Patient-Oriented Natural Language Processing: A New Paradigm for Research and Development to Facilitate Adoption and Use by Medical Experts

Abeed Sarker, Mohammed Ali Al-Garadi, Yuan-Chi Yang, Jinho Choi, Arshed A Quyyumi, Greg S Martin

JMIR Med Inform 2021 (Sep 28); 9(9):e18471

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Prediction of Critical Care Outcome for Adult Patients Presenting to Emergency Department Using Initial Triage Information: An XGBoost Algorithm Analysis

Hyoungju Yun, Jinwook Choi, Jeong Ho Park

JMIR Med Inform 2021 (Sep 20); 9(9):e30770

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Forecasting the Requirement for Nonelective Hospital Beds in the National Health Service of the United Kingdom: Model Development Study

Kanan Shah, Akarsh Sharma, Chris Moulton, Simon Swift, Clifford Mann, Simon Jones

JMIR Med Inform 2021 (Sep 30); 9(9):e21990

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Short-Term Event Prediction in the Operating Room (STEP-OP) of Five-Minute Intraoperative Hypotension Using Hybrid Deep Learning: Retrospective Observational Study and Model Development

Sooho Choe, Eunjeong Park, Wooseok Shin, Bonah Koo, Dongjin Shin, Chulwoo Jung, Hyungchul Lee, Jeongmin Kim

JMIR Med Inform 2021 (Sep 30); 9(9):e31311

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Correction: Predicting Health Material Accessibility: Development of Machine Learning Algorithms

Meng Ji, Yanmeng Liu, Tianyong Hao

JMIR Med Inform 2021 (Sep 21); 9(9):e33385

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Sociotechnical Drivers and Barriers in the Consumer Adoption of Personal Health Records: Empirical Investigation

Umar Ruhi, Armin Majedi, Ritesh Chugh

JMIR Med Inform 2021 (Sep 24); 9(9):e30322

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