Machine Learning
View E-collection for ‘Machine Learning’![Predicting Health Material Accessibility: Development of Machine Learning Algorithms Predicting Health Material Accessibility: Development of Machine Learning Algorithms](https://asset.jmir.pub/assets/cd1778844ce5d682a91e0ca968e7e220.png 480w,https://asset.jmir.pub/assets/cd1778844ce5d682a91e0ca968e7e220.png 960w,https://asset.jmir.pub/assets/cd1778844ce5d682a91e0ca968e7e220.png 1920w,https://asset.jmir.pub/assets/cd1778844ce5d682a91e0ca968e7e220.png 2500w)
Predicting Health Material Accessibility: Development of Machine Learning Algorithms
Meng Ji, Yanmeng Liu, Tianyong Hao
JMIR Med Inform 2021 (Sep 01); 9(9):e29175Download Citation: END BibTex RIS
![Machine Learning Approaches to Retrieve High-Quality, Clinically Relevant Evidence From the Biomedical Literature: Systematic Review Machine Learning Approaches to Retrieve High-Quality, Clinically Relevant Evidence From the Biomedical Literature: Systematic Review](https://asset.jmir.pub/assets/037a3a9e3c76312f4994a160625d34fd.png 480w,https://asset.jmir.pub/assets/037a3a9e3c76312f4994a160625d34fd.png 960w,https://asset.jmir.pub/assets/037a3a9e3c76312f4994a160625d34fd.png 1920w,https://asset.jmir.pub/assets/037a3a9e3c76312f4994a160625d34fd.png 2500w)
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):e30401Download Citation: END BibTex RIS
Electronic Health Records
View E-collection for ‘Electronic Health Records’![Measuring Collaboration Through Concurrent Electronic Health Record Usage: Network Analysis Study Measuring Collaboration Through Concurrent Electronic Health Record Usage: Network Analysis Study](https://asset.jmir.pub/assets/72c9cb0310e3c8bf7822279baa70222e.png 480w,https://asset.jmir.pub/assets/72c9cb0310e3c8bf7822279baa70222e.png 960w,https://asset.jmir.pub/assets/72c9cb0310e3c8bf7822279baa70222e.png 1920w,https://asset.jmir.pub/assets/72c9cb0310e3c8bf7822279baa70222e.png 2500w)
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):e28998Download Citation: END BibTex RIS
Viewpoints on and Experiences with Digital Technologies in Health
View E-collection for ‘Viewpoints on and Experiences with Digital Technologies in Health’![Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice](https://asset.jmir.pub/assets/c8e088cf828278c38e99b61812e463a6.png 480w,https://asset.jmir.pub/assets/c8e088cf828278c38e99b61812e463a6.png 960w,https://asset.jmir.pub/assets/c8e088cf828278c38e99b61812e463a6.png 1920w,https://asset.jmir.pub/assets/c8e088cf828278c38e99b61812e463a6.png 2500w)
Viraj Kulkarni, Manish Gawali, Amit Kharat
JMIR Med Inform 2021 (Sep 09); 9(9):e28776Download Citation: END BibTex RIS
![Using a New Model of Electronic Health Record Training to Reduce Physician Burnout: A Plan for Action Using a New Model of Electronic Health Record Training to Reduce Physician Burnout: A Plan for Action](https://asset.jmir.pub/assets/b179f1b29a40069a546ad9cb7b8f196b.png 480w,https://asset.jmir.pub/assets/b179f1b29a40069a546ad9cb7b8f196b.png 960w,https://asset.jmir.pub/assets/b179f1b29a40069a546ad9cb7b8f196b.png 1920w,https://asset.jmir.pub/assets/b179f1b29a40069a546ad9cb7b8f196b.png 2500w)
Vishnu Mohan, Cort Garrison, Jeffrey A Gold
JMIR Med Inform 2021 (Sep 20); 9(9):e29374Download Citation: END BibTex RIS
Advanced Data Analytics in eHealth
View E-collection for ‘Advanced Data Analytics in eHealth’![Models Predicting Hospital Admission of Adult Patients Utilizing Prehospital Data: Systematic Review Using PROBAST and CHARMS Models Predicting Hospital Admission of Adult Patients Utilizing Prehospital Data: Systematic Review Using PROBAST and CHARMS](https://asset.jmir.pub/assets/e4088d48197a80e9e0b575006e95e3d2.png 480w,https://asset.jmir.pub/assets/e4088d48197a80e9e0b575006e95e3d2.png 960w,https://asset.jmir.pub/assets/e4088d48197a80e9e0b575006e95e3d2.png 1920w,https://asset.jmir.pub/assets/e4088d48197a80e9e0b575006e95e3d2.png 2500w)
Ann Corneille Monahan, Sue S Feldman
JMIR Med Inform 2021 (Sep 16); 9(9):e30022Download Citation: END BibTex RIS
Natural Language Processing
View E-collection for ‘Natural Language Processing’![Automatic Classification of Thyroid Findings Using Static and Contextualized Ensemble Natural Language Processing Systems: Development Study Automatic Classification of Thyroid Findings Using Static and Contextualized Ensemble Natural Language Processing Systems: Development Study](https://asset.jmir.pub/assets/79dd76f3e5c6df7c81e7c004c7de91a0.png 480w,https://asset.jmir.pub/assets/79dd76f3e5c6df7c81e7c004c7de91a0.png 960w,https://asset.jmir.pub/assets/79dd76f3e5c6df7c81e7c004c7de91a0.png 1920w,https://asset.jmir.pub/assets/79dd76f3e5c6df7c81e7c004c7de91a0.png 2500w)
Dongyup Shin, Hye Jin Kam, Min-Seok Jeon, Ha Young Kim
JMIR Med Inform 2021 (Sep 21); 9(9):e30223Download Citation: END BibTex RIS
![Defining Patient-Oriented Natural Language Processing: A New Paradigm for Research and Development to Facilitate Adoption and Use by Medical Experts Defining Patient-Oriented Natural Language Processing: A New Paradigm for Research and Development to Facilitate Adoption and Use by Medical Experts](https://asset.jmir.pub/assets/124303ae517b85cdbe48981556f0bbcc.png 480w,https://asset.jmir.pub/assets/124303ae517b85cdbe48981556f0bbcc.png 960w,https://asset.jmir.pub/assets/124303ae517b85cdbe48981556f0bbcc.png 1920w,https://asset.jmir.pub/assets/124303ae517b85cdbe48981556f0bbcc.png 2500w)
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):e18471Download Citation: END BibTex RIS
Decision Support for Health Professionals
View E-collection for ‘Decision Support for Health Professionals’![Prediction of Critical Care Outcome for Adult Patients Presenting to Emergency Department Using Initial Triage Information: An XGBoost Algorithm Analysis Prediction of Critical Care Outcome for Adult Patients Presenting to Emergency Department Using Initial Triage Information: An XGBoost Algorithm Analysis](https://asset.jmir.pub/assets/58cb07bcbb66b268c14198ced09f2300.png 480w,https://asset.jmir.pub/assets/58cb07bcbb66b268c14198ced09f2300.png 960w,https://asset.jmir.pub/assets/58cb07bcbb66b268c14198ced09f2300.png 1920w,https://asset.jmir.pub/assets/58cb07bcbb66b268c14198ced09f2300.png 2500w)
Hyoungju Yun, Jinwook Choi, Jeong Ho Park
JMIR Med Inform 2021 (Sep 20); 9(9):e30770Download Citation: END BibTex RIS
![Forecasting the Requirement for Nonelective Hospital Beds in the National Health Service of the United Kingdom: Model Development Study Forecasting the Requirement for Nonelective Hospital Beds in the National Health Service of the United Kingdom: Model Development Study](https://asset.jmir.pub/assets/a4b415d3155c6facf2d048e40d76572f.png 480w,https://asset.jmir.pub/assets/a4b415d3155c6facf2d048e40d76572f.png 960w,https://asset.jmir.pub/assets/a4b415d3155c6facf2d048e40d76572f.png 1920w,https://asset.jmir.pub/assets/a4b415d3155c6facf2d048e40d76572f.png 2500w)
Kanan Shah, Akarsh Sharma, Chris Moulton, Simon Swift, Clifford Mann, Simon Jones
JMIR Med Inform 2021 (Sep 30); 9(9):e21990Download Citation: END BibTex RIS
![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 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](https://asset.jmir.pub/assets/0f2583c63f64dc2ea70a0ffbf6e09603.png 480w,https://asset.jmir.pub/assets/0f2583c63f64dc2ea70a0ffbf6e09603.png 960w,https://asset.jmir.pub/assets/0f2583c63f64dc2ea70a0ffbf6e09603.png 1920w,https://asset.jmir.pub/assets/0f2583c63f64dc2ea70a0ffbf6e09603.png 2500w)
Sooho Choe, Eunjeong Park, Wooseok Shin, Bonah Koo, Dongjin Shin, Chulwoo Jung, Hyungchul Lee, Jeongmin Kim
JMIR Med Inform 2021 (Sep 30); 9(9):e31311Download Citation: END BibTex RIS
Discretionary Corrigenda
View E-collection for ‘Discretionary Corrigenda’Correction: Predicting Health Material Accessibility: Development of Machine Learning Algorithms
Meng Ji, Yanmeng Liu, Tianyong Hao
JMIR Med Inform 2021 (Sep 21); 9(9):e33385Download Citation: END BibTex RIS
Adoption and Change Management of eHealth Systems
View E-collection for ‘Adoption and Change Management of eHealth Systems’![Sociotechnical Drivers and Barriers in the Consumer Adoption of Personal Health Records: Empirical Investigation Sociotechnical Drivers and Barriers in the Consumer Adoption of Personal Health Records: Empirical Investigation](https://asset.jmir.pub/assets/646e8bac30aa09e5cf3e5ce99ed3adde.png 480w,https://asset.jmir.pub/assets/646e8bac30aa09e5cf3e5ce99ed3adde.png 960w,https://asset.jmir.pub/assets/646e8bac30aa09e5cf3e5ce99ed3adde.png 1920w,https://asset.jmir.pub/assets/646e8bac30aa09e5cf3e5ce99ed3adde.png 2500w)
Umar Ruhi, Armin Majedi, Ritesh Chugh
JMIR Med Inform 2021 (Sep 24); 9(9):e30322Download Citation: END BibTex RIS