Machine Learning
View E-collection for ‘Machine Learning’![Use of Deep Learning to Predict Acute Kidney Injury After Intravenous Contrast Media Administration: Prediction Model Development Study Use of Deep Learning to Predict Acute Kidney Injury After Intravenous Contrast Media Administration: Prediction Model Development Study](https://asset.jmir.pub/assets/84608ab087b65d943694bccf38558e5e.png 480w,https://asset.jmir.pub/assets/84608ab087b65d943694bccf38558e5e.png 960w,https://asset.jmir.pub/assets/84608ab087b65d943694bccf38558e5e.png 1920w,https://asset.jmir.pub/assets/84608ab087b65d943694bccf38558e5e.png 2500w)
Donghwan Yun, Semin Cho, Yong Chul Kim, Dong Ki Kim, Kook-Hwan Oh, Kwon Wook Joo, Yon Su Kim, Seung Seok Han
JMIR Med Inform 2021 (Oct 01); 9(10):e27177Download Citation: END BibTex RIS
![Predictability of Mortality in Patients With Myocardial Injury After Noncardiac Surgery Based on Perioperative Factors via Machine Learning: Retrospective Study Predictability of Mortality in Patients With Myocardial Injury After Noncardiac Surgery Based on Perioperative Factors via Machine Learning: Retrospective Study](https://asset.jmir.pub/assets/89e7fe0934ef7da41b167a17cc47651d.png 480w,https://asset.jmir.pub/assets/89e7fe0934ef7da41b167a17cc47651d.png 960w,https://asset.jmir.pub/assets/89e7fe0934ef7da41b167a17cc47651d.png 1920w,https://asset.jmir.pub/assets/89e7fe0934ef7da41b167a17cc47651d.png 2500w)
Seo Jeong Shin, Jungchan Park, Seung-Hwa Lee, Kwangmo Yang, Rae Woong Park
JMIR Med Inform 2021 (Oct 14); 9(10):e32771Download Citation: END BibTex RIS
![Ensemble Learning-Based Pulse Signal Recognition: Classification Model Development Study Ensemble Learning-Based Pulse Signal Recognition: Classification Model Development Study](https://asset.jmir.pub/assets/7c34b76813fd570d5d2a3b926c4f9941.png 480w,https://asset.jmir.pub/assets/7c34b76813fd570d5d2a3b926c4f9941.png 960w,https://asset.jmir.pub/assets/7c34b76813fd570d5d2a3b926c4f9941.png 1920w,https://asset.jmir.pub/assets/7c34b76813fd570d5d2a3b926c4f9941.png 2500w)
Ensemble Learning-Based Pulse Signal Recognition: Classification Model Development Study
Jianjun Yan, Xianglei Cai, Songye Chen, Rui Guo, Haixia Yan, Yiqin Wang
JMIR Med Inform 2021 (Oct 21); 9(10):e28039Download Citation: END BibTex RIS
![Adverse Drug Event Prediction Using Noisy Literature-Derived Knowledge Graphs: Algorithm Development and Validation Adverse Drug Event Prediction Using Noisy Literature-Derived Knowledge Graphs: Algorithm Development and Validation](https://asset.jmir.pub/assets/b40f8cb51964e0cab1fb3b69fb11ead4.png 480w,https://asset.jmir.pub/assets/b40f8cb51964e0cab1fb3b69fb11ead4.png 960w,https://asset.jmir.pub/assets/b40f8cb51964e0cab1fb3b69fb11ead4.png 1920w,https://asset.jmir.pub/assets/b40f8cb51964e0cab1fb3b69fb11ead4.png 2500w)
Soham Dasgupta, Aishwarya Jayagopal, Abel Lim Jun Hong, Ragunathan Mariappan, Vaibhav Rajan
JMIR Med Inform 2021 (Oct 25); 9(10):e32730Download Citation: END BibTex RIS
![Predicting the Easiness and Complexity of English Health Materials for International Tertiary Students With Linguistically Enhanced Machine Learning Algorithms: Development and Validation Study Predicting the Easiness and Complexity of English Health Materials for International Tertiary Students With Linguistically Enhanced Machine Learning Algorithms: Development and Validation Study](https://asset.jmir.pub/assets/2cd12d2767d7737610e53a5bd3334f82.png 480w,https://asset.jmir.pub/assets/2cd12d2767d7737610e53a5bd3334f82.png 960w,https://asset.jmir.pub/assets/2cd12d2767d7737610e53a5bd3334f82.png 1920w,https://asset.jmir.pub/assets/2cd12d2767d7737610e53a5bd3334f82.png 2500w)
Wenxiu Xie, Christine Ji, Tianyong Hao, Chi-Yin Chow
JMIR Med Inform 2021 (Oct 26); 9(10):e25110Download Citation: END BibTex RIS
Ontologies, Classifications, and Coding
View E-collection for ‘Ontologies, Classifications, and Coding’![Expressiveness of an International Semantic Standard for Wound Care: Mapping a Standardized Item Set for Leg Ulcers to the Systematized Nomenclature of Medicine–Clinical Terms Expressiveness of an International Semantic Standard for Wound Care: Mapping a Standardized Item Set for Leg Ulcers to the Systematized Nomenclature of Medicine–Clinical Terms](https://asset.jmir.pub/assets/fd17a32f93154ee79893babb914c9231.png 480w,https://asset.jmir.pub/assets/fd17a32f93154ee79893babb914c9231.png 960w,https://asset.jmir.pub/assets/fd17a32f93154ee79893babb914c9231.png 1920w,https://asset.jmir.pub/assets/fd17a32f93154ee79893babb914c9231.png 2500w)
Jens Hüsers, Mareike Przysucha, Moritz Esdar, Swen Malte John, Ursula Hertha Hübner
JMIR Med Inform 2021 (Oct 06); 9(10):e31980Download Citation: END BibTex RIS
![Common Data Elements for Meaningful Stroke Documentation in Routine Care and Clinical Research: Retrospective Data Analysis Common Data Elements for Meaningful Stroke Documentation in Routine Care and Clinical Research: Retrospective Data Analysis](https://asset.jmir.pub/assets/c1eeff0fc07f30195d996daf0c703070.png 480w,https://asset.jmir.pub/assets/c1eeff0fc07f30195d996daf0c703070.png 960w,https://asset.jmir.pub/assets/c1eeff0fc07f30195d996daf0c703070.png 1920w,https://asset.jmir.pub/assets/c1eeff0fc07f30195d996daf0c703070.png 2500w)
Sarah Berenspöhler, Jens Minnerup, Martin Dugas, Julian Varghese
JMIR Med Inform 2021 (Oct 12); 9(10):e27396Download Citation: END BibTex RIS
Big Data
View E-collection for ‘Big Data’![Categorizing Vaccine Confidence With a Transformer-Based Machine Learning Model: Analysis of Nuances of Vaccine Sentiment in Twitter Discourse Categorizing Vaccine Confidence With a Transformer-Based Machine Learning Model: Analysis of Nuances of Vaccine Sentiment in Twitter Discourse](https://asset.jmir.pub/assets/711bd88c1e801144cf19a9f600ef8afd.png 480w,https://asset.jmir.pub/assets/711bd88c1e801144cf19a9f600ef8afd.png 960w,https://asset.jmir.pub/assets/711bd88c1e801144cf19a9f600ef8afd.png 1920w,https://asset.jmir.pub/assets/711bd88c1e801144cf19a9f600ef8afd.png 2500w)
Per E Kummervold, Sam Martin, Sara Dada, Eliz Kilich, Chermain Denny, Pauline Paterson, Heidi J Larson
JMIR Med Inform 2021 (Oct 08); 9(10):e29584Download Citation: END BibTex RIS
Discretionary Corrigenda
View E-collection for ‘Discretionary Corrigenda’Christina Schüttler, Hans-Ulrich Prokosch, Martin Sedlmayr, Brita Sedlmayr
JMIR Med Inform 2021 (Oct 08); 9(10):e33105Download Citation: END BibTex RIS
Tools, Programs and Algorithms
View E-collection for ‘Tools, Programs and Algorithms’![An Automated Line-of-Therapy Algorithm for Adults With Metastatic Non–Small Cell Lung Cancer: Validation Study Using Blinded Manual Chart Review An Automated Line-of-Therapy Algorithm for Adults With Metastatic Non–Small Cell Lung Cancer: Validation Study Using Blinded Manual Chart Review](https://asset.jmir.pub/assets/c2672e3f8cd05d176dac468290d71af7.png 480w,https://asset.jmir.pub/assets/c2672e3f8cd05d176dac468290d71af7.png 960w,https://asset.jmir.pub/assets/c2672e3f8cd05d176dac468290d71af7.png 1920w,https://asset.jmir.pub/assets/c2672e3f8cd05d176dac468290d71af7.png 2500w)
Weilin Meng, Kelly M Mosesso, Kathleen A Lane, Anna R Roberts, Ashley Griffith, Wanmei Ou, Paul R Dexter
JMIR Med Inform 2021 (Oct 12); 9(10):e29017Download Citation: END BibTex RIS
Electronic Health Records
View E-collection for ‘Electronic Health Records’![Building a Shared, Scalable, and Sustainable Source for the Problem-Oriented Medical Record: Developmental Study Building a Shared, Scalable, and Sustainable Source for the Problem-Oriented Medical Record: Developmental Study](https://asset.jmir.pub/assets/1c31955b66739c70a3a1b305aa986fa7.png 480w,https://asset.jmir.pub/assets/1c31955b66739c70a3a1b305aa986fa7.png 960w,https://asset.jmir.pub/assets/1c31955b66739c70a3a1b305aa986fa7.png 1920w,https://asset.jmir.pub/assets/1c31955b66739c70a3a1b305aa986fa7.png 2500w)
Christophe Gaudet-Blavignac, Andrea Rudaz, Christian Lovis
JMIR Med Inform 2021 (Oct 13); 9(10):e29174Download Citation: END BibTex RIS
![A Patient-Screening Tool for Clinical Research Based on Electronic Health Records Using OpenEHR: Development Study A Patient-Screening Tool for Clinical Research Based on Electronic Health Records Using OpenEHR: Development Study](https://asset.jmir.pub/assets/6b05d491fa5098aa5fd8dc0a3cb9448e.png 480w,https://asset.jmir.pub/assets/6b05d491fa5098aa5fd8dc0a3cb9448e.png 960w,https://asset.jmir.pub/assets/6b05d491fa5098aa5fd8dc0a3cb9448e.png 1920w,https://asset.jmir.pub/assets/6b05d491fa5098aa5fd8dc0a3cb9448e.png 2500w)
Mengyang Li, Hailing Cai, Shan Nan, Jialin Li, Xudong Lu, Huilong Duan
JMIR Med Inform 2021 (Oct 21); 9(10):e33192Download Citation: END BibTex RIS
Reviews in Medical Informatics
View E-collection for ‘Reviews in Medical Informatics’![Data Anonymization for Pervasive Health Care: Systematic Literature Mapping Study Data Anonymization for Pervasive Health Care: Systematic Literature Mapping Study](https://asset.jmir.pub/assets/f2d6223843c15399c4929d9622d4669a.png 480w,https://asset.jmir.pub/assets/f2d6223843c15399c4929d9622d4669a.png 960w,https://asset.jmir.pub/assets/f2d6223843c15399c4929d9622d4669a.png 1920w,https://asset.jmir.pub/assets/f2d6223843c15399c4929d9622d4669a.png 2500w)
Data Anonymization for Pervasive Health Care: Systematic Literature Mapping Study
Zheming Zuo, Matthew Watson, David Budgen, Robert Hall, Chris Kennelly, Noura Al Moubayed
JMIR Med Inform 2021 (Oct 15); 9(10):e29871Download Citation: END BibTex RIS
Theme Issue: Medical Informatics and COVID-19
View E-collection for ‘Theme Issue: Medical Informatics and COVID-19’![Harnessing the Electronic Health Record and Computerized Provider Order Entry Data for Resource Management During the COVID-19 Pandemic: Development of a Decision Tree Harnessing the Electronic Health Record and Computerized Provider Order Entry Data for Resource Management During the COVID-19 Pandemic: Development of a Decision Tree](https://asset.jmir.pub/assets/9f07194b56cc512d1fb8802595524531.png 480w,https://asset.jmir.pub/assets/9f07194b56cc512d1fb8802595524531.png 960w,https://asset.jmir.pub/assets/9f07194b56cc512d1fb8802595524531.png 1920w,https://asset.jmir.pub/assets/9f07194b56cc512d1fb8802595524531.png 2500w)
Hung S Luu, Laura M Filkins, Jason Y Park, Dinesh Rakheja, Jefferson Tweed, Christopher Menzies, Vincent J Wang, Vineeta Mittal, Christoph U Lehmann, Michael E Sebert
JMIR Med Inform 2021 (Oct 18); 9(10):e32303Download Citation: END BibTex RIS
Research Infrastructures and Registries
View E-collection for ‘Research Infrastructures and Registries’![Verifying the Feasibility of Implementing Semantic Interoperability in Different Countries Based on the OpenEHR Approach: Comparative Study of Acute Coronary Syndrome Registries Verifying the Feasibility of Implementing Semantic Interoperability in Different Countries Based on the OpenEHR Approach: Comparative Study of Acute Coronary Syndrome Registries](https://asset.jmir.pub/assets/be9640e53eb9cc63ae954bd378f089de.png 480w,https://asset.jmir.pub/assets/be9640e53eb9cc63ae954bd378f089de.png 960w,https://asset.jmir.pub/assets/be9640e53eb9cc63ae954bd378f089de.png 1920w,https://asset.jmir.pub/assets/be9640e53eb9cc63ae954bd378f089de.png 2500w)
Lingtong Min, Koray Atalag, Qi Tian, Yani Chen, Xudong Lu
JMIR Med Inform 2021 (Oct 19); 9(10):e31288Download Citation: END BibTex RIS
Theme issue 2019: Health Natural Language Processing
View E-collection for ‘Theme issue 2019: Health Natural Language Processing’![Health Natural Language Processing: Methodology Development and Applications Health Natural Language Processing: Methodology Development and Applications](https://asset.jmir.pub/assets/867865b82b1a92539d64528f1223fc84.png 480w,https://asset.jmir.pub/assets/867865b82b1a92539d64528f1223fc84.png 960w,https://asset.jmir.pub/assets/867865b82b1a92539d64528f1223fc84.png 1920w,https://asset.jmir.pub/assets/867865b82b1a92539d64528f1223fc84.png 2500w)
Health Natural Language Processing: Methodology Development and Applications
Tianyong Hao, Zhengxing Huang, Likeng Liang, Heng Weng, Buzhou Tang
JMIR Med Inform 2021 (Oct 21); 9(10):e23898Download Citation: END BibTex RIS