Tools, Programs and Algorithms
View E-collection for ‘Tools, Programs and Algorithms’![Web-Based Software Tools for Systematic Literature Review in Medicine: Systematic Search and Feature Analysis Web-Based Software Tools for Systematic Literature Review in Medicine: Systematic Search and Feature Analysis](https://asset.jmir.pub/assets/3b1f0808af6dfb7c73e95a2321255ab5.png 480w,https://asset.jmir.pub/assets/3b1f0808af6dfb7c73e95a2321255ab5.png 960w,https://asset.jmir.pub/assets/3b1f0808af6dfb7c73e95a2321255ab5.png 1920w,https://asset.jmir.pub/assets/3b1f0808af6dfb7c73e95a2321255ab5.png 2500w)
Kathryn Cowie, Asad Rahmatullah, Nicole Hardy, Karl Holub, Kevin Kallmes
JMIR Med Inform 2022 (May 02); 10(5):e33219Download Citation: END BibTex RIS
Clinical Informatics in Low-Resource Settings and the Developing World
View E-collection for ‘Clinical Informatics in Low-Resource Settings and the Developing World’![User Perceptions and Use of an Enhanced Electronic Health Record in Rwanda With and Without Clinical Alerts: Cross-sectional Survey User Perceptions and Use of an Enhanced Electronic Health Record in Rwanda With and Without Clinical Alerts: Cross-sectional Survey](https://asset.jmir.pub/assets/f1767c3b759f0137c28b86d8e09618fb.png 480w,https://asset.jmir.pub/assets/f1767c3b759f0137c28b86d8e09618fb.png 960w,https://asset.jmir.pub/assets/f1767c3b759f0137c28b86d8e09618fb.png 1920w,https://asset.jmir.pub/assets/f1767c3b759f0137c28b86d8e09618fb.png 2500w)
Hamish S F Fraser, Michael Mugisha, Eric Remera, Joseph Lune Ngenzi, Janise Richards, Xenophon Santas, Wayne Naidoo, Christopher Seebregts, Jeanine Condo, Aline Umubyeyi
JMIR Med Inform 2022 (May 03); 10(5):e32305Download Citation: END BibTex RIS
Decision Support for Health Professionals
View E-collection for ‘Decision Support for Health Professionals’![Impact of a Machine Learning–Based Decision Support System for Urinary Tract Infections: Prospective Observational Study in 36 Primary Care Practices Impact of a Machine Learning–Based Decision Support System for Urinary Tract Infections: Prospective Observational Study in 36 Primary Care Practices](https://asset.jmir.pub/assets/c1257d1f89f11cd210a1876494f3fbe2.png 480w,https://asset.jmir.pub/assets/c1257d1f89f11cd210a1876494f3fbe2.png 960w,https://asset.jmir.pub/assets/c1257d1f89f11cd210a1876494f3fbe2.png 1920w,https://asset.jmir.pub/assets/c1257d1f89f11cd210a1876494f3fbe2.png 2500w)
Willem Ernst Herter, Janine Khuc, Giovanni Cinà, Bart J Knottnerus, Mattijs E Numans, Maryse A Wiewel, Tobias N Bonten, Daan P de Bruin, Thamar van Esch, Niels H Chavannes, Robert A Verheij
JMIR Med Inform 2022 (May 04); 10(5):e27795Download Citation: END BibTex RIS
![Transformer- and Generative Adversarial Network–Based Inpatient Traditional Chinese Medicine Prescription Recommendation: Development Study Transformer- and Generative Adversarial Network–Based Inpatient Traditional Chinese Medicine Prescription Recommendation: Development Study](https://asset.jmir.pub/assets/23ecaf7f73ca31c22fe236e3367ef32e.png 480w,https://asset.jmir.pub/assets/23ecaf7f73ca31c22fe236e3367ef32e.png 960w,https://asset.jmir.pub/assets/23ecaf7f73ca31c22fe236e3367ef32e.png 1920w,https://asset.jmir.pub/assets/23ecaf7f73ca31c22fe236e3367ef32e.png 2500w)
Hong Zhang, Jiajun Zhang, Wandong Ni, Youlin Jiang, Kunjing Liu, Daying Sun, Jing Li
JMIR Med Inform 2022 (May 31); 10(5):e35239Download Citation: END BibTex RIS
Secondary Use of Clinical Data for Research and Surveillance
View E-collection for ‘Secondary Use of Clinical Data for Research and Surveillance’![Clustering Diagnoses From 58 Million Patient Visits in Finland Between 2015 and 2018 Clustering Diagnoses From 58 Million Patient Visits in Finland Between 2015 and 2018](https://asset.jmir.pub/assets/2530554e789bb4d931a8e12a6e991fd1.png 480w,https://asset.jmir.pub/assets/2530554e789bb4d931a8e12a6e991fd1.png 960w,https://asset.jmir.pub/assets/2530554e789bb4d931a8e12a6e991fd1.png 1920w,https://asset.jmir.pub/assets/2530554e789bb4d931a8e12a6e991fd1.png 2500w)
Clustering Diagnoses From 58 Million Patient Visits in Finland Between 2015 and 2018
Pasi Fränti, Sami Sieranoja, Katja Wikström, Tiina Laatikainen
JMIR Med Inform 2022 (May 04); 10(5):e35422Download Citation: END BibTex RIS
Reviews in Medical Informatics
View E-collection for ‘Reviews in Medical Informatics’![Computerized Clinical Decision Support Systems for the Early Detection of Sepsis Among Pediatric, Neonatal, and Maternal Inpatients: Scoping Review Computerized Clinical Decision Support Systems for the Early Detection of Sepsis Among Pediatric, Neonatal, and Maternal Inpatients: Scoping Review](https://asset.jmir.pub/assets/4bddf289a803baff76079b8b4bc41c07.png 480w,https://asset.jmir.pub/assets/4bddf289a803baff76079b8b4bc41c07.png 960w,https://asset.jmir.pub/assets/4bddf289a803baff76079b8b4bc41c07.png 1920w,https://asset.jmir.pub/assets/4bddf289a803baff76079b8b4bc41c07.png 2500w)
Khalia Ackermann, Jannah Baker, Marino Festa, Brendan McMullan, Johanna Westbrook, Ling Li
JMIR Med Inform 2022 (May 06); 10(5):e35061Download Citation: END BibTex RIS
![Comparison of Severity of Illness Scores and Artificial Intelligence Models That Are Predictive of Intensive Care Unit Mortality: Meta-analysis and Review of the Literature Comparison of Severity of Illness Scores and Artificial Intelligence Models That Are Predictive of Intensive Care Unit Mortality: Meta-analysis and Review of the Literature](https://asset.jmir.pub/assets/6e629f4574afa0caa57f0a4793949b20.png 480w,https://asset.jmir.pub/assets/6e629f4574afa0caa57f0a4793949b20.png 960w,https://asset.jmir.pub/assets/6e629f4574afa0caa57f0a4793949b20.png 1920w,https://asset.jmir.pub/assets/6e629f4574afa0caa57f0a4793949b20.png 2500w)
Cristina Barboi, Andreas Tzavelis, Lutfiyya NaQiyba Muhammad
JMIR Med Inform 2022 (May 31); 10(5):e35293Download Citation: END BibTex RIS
![Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review](https://asset.jmir.pub/assets/a3b61ebbeef9ee389e47269b3819c494.png 480w,https://asset.jmir.pub/assets/a3b61ebbeef9ee389e47269b3819c494.png 960w,https://asset.jmir.pub/assets/a3b61ebbeef9ee389e47269b3819c494.png 1920w,https://asset.jmir.pub/assets/a3b61ebbeef9ee389e47269b3819c494.png 2500w)
Evaluation and Mitigation of Racial Bias in Clinical Machine Learning Models: Scoping Review
Jonathan Huang, Galal Galal, Mozziyar Etemadi, Mahesh Vaidyanathan
JMIR Med Inform 2022 (May 31); 10(5):e36388Download Citation: END BibTex RIS
Machine Learning
View E-collection for ‘Machine Learning’![Predicting Postoperative Mortality With Deep Neural Networks and Natural Language Processing: Model Development and Validation Predicting Postoperative Mortality With Deep Neural Networks and Natural Language Processing: Model Development and Validation](https://asset.jmir.pub/assets/2a5ff55df35666401ced81f4b8bf8955.png 480w,https://asset.jmir.pub/assets/2a5ff55df35666401ced81f4b8bf8955.png 960w,https://asset.jmir.pub/assets/2a5ff55df35666401ced81f4b8bf8955.png 1920w,https://asset.jmir.pub/assets/2a5ff55df35666401ced81f4b8bf8955.png 2500w)
Pei-Fu Chen, Lichin Chen, Yow-Kuan Lin, Guo-Hung Li, Feipei Lai, Cheng-Wei Lu, Chi-Yu Yang, Kuan-Chih Chen, Tzu-Yu Lin
JMIR Med Inform 2022 (May 10); 10(5):e38241Download Citation: END BibTex RIS
![Electronic Medical Record–Based Machine Learning Approach to Predict the Risk of 30-Day Adverse Cardiac Events After Invasive Coronary Treatment: Machine Learning Model Development and Validation Electronic Medical Record–Based Machine Learning Approach to Predict the Risk of 30-Day Adverse Cardiac Events After Invasive Coronary Treatment: Machine Learning Model Development and Validation](https://asset.jmir.pub/assets/ff7f5f9713a768b52caecc9b32224077.png 480w,https://asset.jmir.pub/assets/ff7f5f9713a768b52caecc9b32224077.png 960w,https://asset.jmir.pub/assets/ff7f5f9713a768b52caecc9b32224077.png 1920w,https://asset.jmir.pub/assets/ff7f5f9713a768b52caecc9b32224077.png 2500w)
Osung Kwon, Wonjun Na, Heejun Kang, Tae Joon Jun, Jihoon Kweon, Gyung-Min Park, YongHyun Cho, Cinyoung Hur, Jungwoo Chae, Do-Yoon Kang, Pil Hyung Lee, Jung-Min Ahn, Duk-Woo Park, Soo-Jin Kang, Seung-Whan Lee, Cheol Whan Lee, Seong-Wook Park, Seung-Jung Park, Dong Hyun Yang, Young-Hak Kim
JMIR Med Inform 2022 (May 11); 10(5):e26801Download Citation: END BibTex RIS
Electronic Health Records
View E-collection for ‘Electronic Health Records’![Characterization of Electronic Health Record Use Outside Scheduled Clinic Hours Among Primary Care Pediatricians: Retrospective Descriptive Task Analysis of Electronic Health Record Access Log Data Characterization of Electronic Health Record Use Outside Scheduled Clinic Hours Among Primary Care Pediatricians: Retrospective Descriptive Task Analysis of Electronic Health Record Access Log Data](https://asset.jmir.pub/assets/08e9e071eebf00b0921cb6fa450f9b8a.png 480w,https://asset.jmir.pub/assets/08e9e071eebf00b0921cb6fa450f9b8a.png 960w,https://asset.jmir.pub/assets/08e9e071eebf00b0921cb6fa450f9b8a.png 1920w,https://asset.jmir.pub/assets/08e9e071eebf00b0921cb6fa450f9b8a.png 2500w)
Selasi Attipoe, Jeffrey Hoffman, Steve Rust, Yungui Huang, John A Barnard, Sharon Schweikhart, Jennifer L Hefner, Daniel M Walker, Simon Linwood
JMIR Med Inform 2022 (May 12); 10(5):e34787Download Citation: END BibTex RIS
![Integrated Health Record Viewers and Reduction in Duplicate Medical Imaging: Retrospective Observational Analysis Integrated Health Record Viewers and Reduction in Duplicate Medical Imaging: Retrospective Observational Analysis](https://asset.jmir.pub/assets/1d76e7daca517578ccc4e4973848c286.png 480w,https://asset.jmir.pub/assets/1d76e7daca517578ccc4e4973848c286.png 960w,https://asset.jmir.pub/assets/1d76e7daca517578ccc4e4973848c286.png 1920w,https://asset.jmir.pub/assets/1d76e7daca517578ccc4e4973848c286.png 2500w)
Yingzhe Yuan, Megan Price, David F Schmidt, Merry Ward, Jonathan Nebeker, Steven Pizer
JMIR Med Inform 2022 (May 20); 10(5):e32168Download Citation: END BibTex RIS
Theme Issue: Medical Informatics and COVID-19
View E-collection for ‘Theme Issue: Medical Informatics and COVID-19’![Exploring Sentiment and Care Management of Hospitalized Patients During the First Wave of the COVID-19 Pandemic Using Electronic Nursing Health Records: Descriptive Study Exploring Sentiment and Care Management of Hospitalized Patients During the First Wave of the COVID-19 Pandemic Using Electronic Nursing Health Records: Descriptive Study](https://asset.jmir.pub/assets/f55d3c7bf6df8c93b2bb03e8b5571629.png 480w,https://asset.jmir.pub/assets/f55d3c7bf6df8c93b2bb03e8b5571629.png 960w,https://asset.jmir.pub/assets/f55d3c7bf6df8c93b2bb03e8b5571629.png 1920w,https://asset.jmir.pub/assets/f55d3c7bf6df8c93b2bb03e8b5571629.png 2500w)
Juan Nicolás Cuenca-Zaldívar, Maria Torrente-Regidor, Laura Martín-Losada, César Fernández-De-Las-Peñas, Lidiane Lima Florencio, Pedro Alexandre Sousa, Domingo Palacios-Ceña
JMIR Med Inform 2022 (May 12); 10(5):e38308Download Citation: END BibTex RIS
![Deep Neural Networks for Simultaneously Capturing Public Topics and Sentiments During a Pandemic: Application on a COVID-19 Tweet Data Set Deep Neural Networks for Simultaneously Capturing Public Topics and Sentiments During a Pandemic: Application on a COVID-19 Tweet Data Set](https://asset.jmir.pub/assets/8f8415bb794e2a31381a6097626db6f9.png 480w,https://asset.jmir.pub/assets/8f8415bb794e2a31381a6097626db6f9.png 960w,https://asset.jmir.pub/assets/8f8415bb794e2a31381a6097626db6f9.png 1920w,https://asset.jmir.pub/assets/8f8415bb794e2a31381a6097626db6f9.png 2500w)
Adrien Boukobza, Anita Burgun, Bertrand Roudier, Rosy Tsopra
JMIR Med Inform 2022 (May 25); 10(5):e34306Download Citation: END BibTex RIS
Theme Issue 2022: Health Natural Language Processing and Applications (CHIP)
View E-collection for ‘Theme Issue 2022: Health Natural Language Processing and Applications (CHIP)’![Construction of a Linked Data Set of COVID-19 Knowledge Graphs: Development and Applications Construction of a Linked Data Set of COVID-19 Knowledge Graphs: Development and Applications](https://asset.jmir.pub/assets/097ef0e6d9300005da061ef73d73bc5a.png 480w,https://asset.jmir.pub/assets/097ef0e6d9300005da061ef73d73bc5a.png 960w,https://asset.jmir.pub/assets/097ef0e6d9300005da061ef73d73bc5a.png 1920w,https://asset.jmir.pub/assets/097ef0e6d9300005da061ef73d73bc5a.png 2500w)
Construction of a Linked Data Set of COVID-19 Knowledge Graphs: Development and Applications
Haofen Wang, Huifang Du, Guilin Qi, Huajun Chen, Wei Hu, Zhuo Chen
JMIR Med Inform 2022 (May 13); 10(5):e37215Download Citation: END BibTex RIS
![An Analysis of French-Language Tweets About COVID-19 Vaccines: Supervised Learning Approach An Analysis of French-Language Tweets About COVID-19 Vaccines: Supervised Learning Approach](https://asset.jmir.pub/assets/86b076a8a5e6649142c47950e458a020.png 480w,https://asset.jmir.pub/assets/86b076a8a5e6649142c47950e458a020.png 960w,https://asset.jmir.pub/assets/86b076a8a5e6649142c47950e458a020.png 1920w,https://asset.jmir.pub/assets/86b076a8a5e6649142c47950e458a020.png 2500w)
An Analysis of French-Language Tweets About COVID-19 Vaccines: Supervised Learning Approach
Romy Sauvayre, Jessica Vernier, Cédric Chauvière
JMIR Med Inform 2022 (May 17); 10(5):e37831Download Citation: END BibTex RIS
Research Infrastructures and Registries
View E-collection for ‘Research Infrastructures and Registries’![Domain-Specific Common Data Elements for Rare Disease Registration: Conceptual Approach of a European Joint Initiative Toward Semantic Interoperability in Rare Disease Research Domain-Specific Common Data Elements for Rare Disease Registration: Conceptual Approach of a European Joint Initiative Toward Semantic Interoperability in Rare Disease Research](https://asset.jmir.pub/assets/de9db2b755e99778a448234db306b4cc.png 480w,https://asset.jmir.pub/assets/de9db2b755e99778a448234db306b4cc.png 960w,https://asset.jmir.pub/assets/de9db2b755e99778a448234db306b4cc.png 1920w,https://asset.jmir.pub/assets/de9db2b755e99778a448234db306b4cc.png 2500w)
Haitham Abaza, Dennis Kadioglu, Simona Martin, Andri Papadopoulou, Bruna dos Santos Vieira, Franz Schaefer, Holger Storf
JMIR Med Inform 2022 (May 20); 10(5):e32158Download Citation: END BibTex RIS
eHealth Infrastructures
View E-collection for ‘eHealth Infrastructures’![The Architecture of a Feasibility Query Portal for Distributed COVID-19 Fast Healthcare Interoperability Resources (FHIR) Patient Data Repositories: Design and Implementation Study The Architecture of a Feasibility Query Portal for Distributed COVID-19 Fast Healthcare Interoperability Resources (FHIR) Patient Data Repositories: Design and Implementation Study](https://asset.jmir.pub/assets/9ec25bd286dce60d07bf175213ab0f3a.png 480w,https://asset.jmir.pub/assets/9ec25bd286dce60d07bf175213ab0f3a.png 960w,https://asset.jmir.pub/assets/9ec25bd286dce60d07bf175213ab0f3a.png 1920w,https://asset.jmir.pub/assets/9ec25bd286dce60d07bf175213ab0f3a.png 2500w)
Julian Gruendner, Noemi Deppenwiese, Michael Folz, Thomas Köhler, Björn Kroll, Hans-Ulrich Prokosch, Lorenz Rosenau, Mathias Rühle, Marc-Anton Scheidl, Christina Schüttler, Brita Sedlmayr, Alexander Twrdik, Alexander Kiel, Raphael W Majeed
JMIR Med Inform 2022 (May 25); 10(5):e36709Download Citation: END BibTex RIS