Corrigenda and Addenda
View E-collection for ‘Corrigenda and Addenda’Maciej Rybinski, Xiang Dai, Sonit Singh, Sarvnaz Karimi, Anthony Nguyen
JMIR Med Inform 2021 (May 03); 9(5):e30153Download Citation: END BibTex RIS
Qian He, Fei Du, Lianne W L Simonse
JMIR Med Inform 2021 (May 04); 9(5):e29794Download Citation: END BibTex RIS
Natural Language Processing
View E-collection for ‘Natural Language Processing’![Automating Stroke Data Extraction From Free-Text Radiology Reports Using Natural Language Processing: Instrument Validation Study Automating Stroke Data Extraction From Free-Text Radiology Reports Using Natural Language Processing: Instrument Validation Study](https://asset.jmir.pub/assets/a37b55344a552ce5d74a809ae4bfa1b6.png 480w,https://asset.jmir.pub/assets/a37b55344a552ce5d74a809ae4bfa1b6.png 960w,https://asset.jmir.pub/assets/a37b55344a552ce5d74a809ae4bfa1b6.png 1920w,https://asset.jmir.pub/assets/a37b55344a552ce5d74a809ae4bfa1b6.png 2500w)
Amy Y X Yu, Zhongyu A Liu, Chloe Pou-Prom, Kaitlyn Lopes, Moira K Kapral, Richard I Aviv, Muhammad Mamdani
JMIR Med Inform 2021 (May 04); 9(5):e24381Download Citation: END BibTex RIS
![Extracting Drug Names and Associated Attributes From Discharge Summaries: Text Mining Study Extracting Drug Names and Associated Attributes From Discharge Summaries: Text Mining Study](https://asset.jmir.pub/assets/a97fd82f89bfa014ef81b7259b7e61df.png 480w,https://asset.jmir.pub/assets/a97fd82f89bfa014ef81b7259b7e61df.png 960w,https://asset.jmir.pub/assets/a97fd82f89bfa014ef81b7259b7e61df.png 1920w,https://asset.jmir.pub/assets/a97fd82f89bfa014ef81b7259b7e61df.png 2500w)
Extracting Drug Names and Associated Attributes From Discharge Summaries: Text Mining Study
Ghada Alfattni, Maksim Belousov, Niels Peek, Goran Nenadic
JMIR Med Inform 2021 (May 05); 9(5):e24678Download Citation: END BibTex RIS
![An Attention Model With Transfer Embeddings to Classify Pneumonia-Related Bilingual Imaging Reports: Algorithm Development and Validation An Attention Model With Transfer Embeddings to Classify Pneumonia-Related Bilingual Imaging Reports: Algorithm Development and Validation](https://asset.jmir.pub/assets/f2e5f8f3d98eff0f1ae003e75d352c88.png 480w,https://asset.jmir.pub/assets/f2e5f8f3d98eff0f1ae003e75d352c88.png 960w,https://asset.jmir.pub/assets/f2e5f8f3d98eff0f1ae003e75d352c88.png 1920w,https://asset.jmir.pub/assets/f2e5f8f3d98eff0f1ae003e75d352c88.png 2500w)
Hyung Park, Min Song, Eun Byul Lee, Bo Kyung Seo, Chang Min Choi
JMIR Med Inform 2021 (May 17); 9(5):e24803Download Citation: END BibTex RIS
Machine Learning
View E-collection for ‘Machine Learning’![Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation](https://asset.jmir.pub/assets/81aacdeab7a62391572e192a037a3b60.png 480w,https://asset.jmir.pub/assets/81aacdeab7a62391572e192a037a3b60.png 960w,https://asset.jmir.pub/assets/81aacdeab7a62391572e192a037a3b60.png 1920w,https://asset.jmir.pub/assets/81aacdeab7a62391572e192a037a3b60.png 2500w)
Khalid Alghatani, Nariman Ammar, Abdelmounaam Rezgui, Arash Shaban-Nejad
JMIR Med Inform 2021 (May 05); 9(5):e21347Download Citation: END BibTex RIS
![Automated Generation of Personalized Shock Wave Lithotripsy Protocols: Treatment Planning Using Deep Learning Automated Generation of Personalized Shock Wave Lithotripsy Protocols: Treatment Planning Using Deep Learning](https://asset.jmir.pub/assets/d596d0b4a90d771e36258f6f901201e8.png 480w,https://asset.jmir.pub/assets/d596d0b4a90d771e36258f6f901201e8.png 960w,https://asset.jmir.pub/assets/d596d0b4a90d771e36258f6f901201e8.png 1920w,https://asset.jmir.pub/assets/d596d0b4a90d771e36258f6f901201e8.png 2500w)
Zhipeng Chen, Daniel D Zeng, Ryan G N Seltzer, Blake D Hamilton
JMIR Med Inform 2021 (May 11); 9(5):e24721Download Citation: END BibTex RIS
![Deciphering the Efficacy and Mechanisms of Chinese Herbal Medicine for Diabetic Kidney Disease by Integrating Web-Based Biochemical Databases and Real-World Clinical Data: Retrospective Cohort Study Deciphering the Efficacy and Mechanisms of Chinese Herbal Medicine for Diabetic Kidney Disease by Integrating Web-Based Biochemical Databases and Real-World Clinical Data: Retrospective Cohort Study](https://asset.jmir.pub/assets/81acb2eb818fdcc81d304696af783f57.png 480w,https://asset.jmir.pub/assets/81acb2eb818fdcc81d304696af783f57.png 960w,https://asset.jmir.pub/assets/81acb2eb818fdcc81d304696af783f57.png 1920w,https://asset.jmir.pub/assets/81acb2eb818fdcc81d304696af783f57.png 2500w)
Chien-Wei Wu, Hsing-Yu Chen, Ching-Wei Yang, Yu-Chun Chen
JMIR Med Inform 2021 (May 11); 9(5):e27614Download Citation: END BibTex RIS
![Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment Federated Learning for Thyroid Ultrasound Image Analysis to Protect Personal Information: Validation Study in a Real Health Care Environment](https://asset.jmir.pub/assets/1969fda520ee280d1c7a942ba81c670f.png 480w,https://asset.jmir.pub/assets/1969fda520ee280d1c7a942ba81c670f.png 960w,https://asset.jmir.pub/assets/1969fda520ee280d1c7a942ba81c670f.png 1920w,https://asset.jmir.pub/assets/1969fda520ee280d1c7a942ba81c670f.png 2500w)
Haeyun Lee, Young Jun Chai, Hyunjin Joo, Kyungsu Lee, Jae Youn Hwang, Seok-Mo Kim, Kwangsoon Kim, Inn-Chul Nam, June Young Choi, Hyeong Won Yu, Myung-Chul Lee, Hiroo Masuoka, Akira Miyauchi, Kyu Eun Lee, Sungwan Kim, Hyoun-Joong Kong
JMIR Med Inform 2021 (May 18); 9(5):e25869Download Citation: END BibTex RIS
![Predicting Prolonged Length of Hospital Stay for Peritoneal Dialysis–Treated Patients Using Stacked Generalization: Model Development and Validation Study Predicting Prolonged Length of Hospital Stay for Peritoneal Dialysis–Treated Patients Using Stacked Generalization: Model Development and Validation Study](https://asset.jmir.pub/assets/92d06cfda96c94d1696491f1bfe60507.png 480w,https://asset.jmir.pub/assets/92d06cfda96c94d1696491f1bfe60507.png 960w,https://asset.jmir.pub/assets/92d06cfda96c94d1696491f1bfe60507.png 1920w,https://asset.jmir.pub/assets/92d06cfda96c94d1696491f1bfe60507.png 2500w)
Guilan Kong, Jingyi Wu, Hong Chu, Chao Yang, Yu Lin, Ke Lin, Ying Shi, Haibo Wang, Luxia Zhang
JMIR Med Inform 2021 (May 19); 9(5):e17886Download Citation: END BibTex RIS
![Automatically Diagnosing Disk Bulge and Disk Herniation With Lumbar Magnetic Resonance Images by Using Deep Convolutional Neural Networks: Method Development Study Automatically Diagnosing Disk Bulge and Disk Herniation With Lumbar Magnetic Resonance Images by Using Deep Convolutional Neural Networks: Method Development Study](https://asset.jmir.pub/assets/8a4c6a10d76133a08c9d66367d130fbd.png 480w,https://asset.jmir.pub/assets/8a4c6a10d76133a08c9d66367d130fbd.png 960w,https://asset.jmir.pub/assets/8a4c6a10d76133a08c9d66367d130fbd.png 1920w,https://asset.jmir.pub/assets/8a4c6a10d76133a08c9d66367d130fbd.png 2500w)
Qiong Pan, Kai Zhang, Lin He, Zhou Dong, Lei Zhang, Xiaohang Wu, Yi Wu, Yanjun Gao
JMIR Med Inform 2021 (May 21); 9(5):e14755Download Citation: END BibTex RIS
![Improving Current Glycated Hemoglobin Prediction in Adults: Use of Machine Learning Algorithms With Electronic Health Records Improving Current Glycated Hemoglobin Prediction in Adults: Use of Machine Learning Algorithms With Electronic Health Records](https://asset.jmir.pub/assets/d75c5fe7ff503f5f0514aebabac5c091.png 480w,https://asset.jmir.pub/assets/d75c5fe7ff503f5f0514aebabac5c091.png 960w,https://asset.jmir.pub/assets/d75c5fe7ff503f5f0514aebabac5c091.png 1920w,https://asset.jmir.pub/assets/d75c5fe7ff503f5f0514aebabac5c091.png 2500w)
Zakhriya Alhassan, Matthew Watson, David Budgen, Riyad Alshammari, Ali Alessa, Noura Al Moubayed
JMIR Med Inform 2021 (May 24); 9(5):e25237Download Citation: END BibTex RIS
Theme Issue 2021: Health Natural Language Processing and Applications
View E-collection for ‘Theme Issue 2021: Health Natural Language Processing and Applications’![Use of Machine Learning Algorithms to Predict the Understandability of Health Education Materials: Development and Evaluation Study Use of Machine Learning Algorithms to Predict the Understandability of Health Education Materials: Development and Evaluation Study](https://asset.jmir.pub/assets/1bf9fce5188ebfb99a02b68c08c9651a.png 480w,https://asset.jmir.pub/assets/1bf9fce5188ebfb99a02b68c08c9651a.png 960w,https://asset.jmir.pub/assets/1bf9fce5188ebfb99a02b68c08c9651a.png 1920w,https://asset.jmir.pub/assets/1bf9fce5188ebfb99a02b68c08c9651a.png 2500w)
Meng Ji, Yanmeng Liu, Mengdan Zhao, Ziqing Lyu, Boren Zhang, Xin Luo, Yanlin Li, Yin Zhong
JMIR Med Inform 2021 (May 06); 9(5):e28413Download Citation: END BibTex RIS
Tools, Programs and Algorithms
View E-collection for ‘Tools, Programs and Algorithms’![Anomaly Detection Algorithm for Real-World Data and Evidence in Clinical Research: Implementation, Evaluation, and Validation Study Anomaly Detection Algorithm for Real-World Data and Evidence in Clinical Research: Implementation, Evaluation, and Validation Study](https://asset.jmir.pub/assets/fbfd42c196fc82a268ec04edf76cce2e.png 480w,https://asset.jmir.pub/assets/fbfd42c196fc82a268ec04edf76cce2e.png 960w,https://asset.jmir.pub/assets/fbfd42c196fc82a268ec04edf76cce2e.png 1920w,https://asset.jmir.pub/assets/fbfd42c196fc82a268ec04edf76cce2e.png 2500w)
Vendula Churová, Roman Vyškovský, Kateřina Maršálová, David Kudláček, Daniel Schwarz
JMIR Med Inform 2021 (May 07); 9(5):e27172Download Citation: END BibTex RIS
Decision Support for Health Professionals
View E-collection for ‘Decision Support for Health Professionals’![Combining External Medical Knowledge for Improving Obstetric Intelligent Diagnosis: Model Development and Validation Combining External Medical Knowledge for Improving Obstetric Intelligent Diagnosis: Model Development and Validation](https://asset.jmir.pub/assets/f544a43a4795c4c41997fa8847f538c3.png 480w,https://asset.jmir.pub/assets/f544a43a4795c4c41997fa8847f538c3.png 960w,https://asset.jmir.pub/assets/f544a43a4795c4c41997fa8847f538c3.png 1920w,https://asset.jmir.pub/assets/f544a43a4795c4c41997fa8847f538c3.png 2500w)
Kunli Zhang, Linkun Cai, Yu Song, Tao Liu, Yueshu Zhao
JMIR Med Inform 2021 (May 10); 9(5):e25304Download 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’![Transforming a Patient Registry Into a Customized Data Set for the Advanced Statistical Analysis of Health Risk Factors and for Medication-Related Hospitalization Research: Retrospective Hospital Patient Registry Study Transforming a Patient Registry Into a Customized Data Set for the Advanced Statistical Analysis of Health Risk Factors and for Medication-Related Hospitalization Research: Retrospective Hospital Patient Registry Study](https://asset.jmir.pub/assets/150a89257d8e3db9391f4e1abde2e573.png 480w,https://asset.jmir.pub/assets/150a89257d8e3db9391f4e1abde2e573.png 960w,https://asset.jmir.pub/assets/150a89257d8e3db9391f4e1abde2e573.png 1920w,https://asset.jmir.pub/assets/150a89257d8e3db9391f4e1abde2e573.png 2500w)
Zhivko Taushanov, Henk Verloo, Boris Wernli, Saviana Di Giovanni, Armin von Gunten, Filipa Pereira
JMIR Med Inform 2021 (May 11); 9(5):e24205Download Citation: END BibTex RIS
Theme Issue 2020: Medical Artificial Intelligence Applications in China
View E-collection for ‘Theme Issue 2020: Medical Artificial Intelligence Applications in China’![Application of Intelligent Computer-Assisted Taylor 3D External Fixation in the Treatment of Tibiofibular Fracture: Retrospective Case Study Application of Intelligent Computer-Assisted Taylor 3D External Fixation in the Treatment of Tibiofibular Fracture: Retrospective Case Study](https://asset.jmir.pub/assets/83c35411331652da1e6871530be0c7a2.png 480w,https://asset.jmir.pub/assets/83c35411331652da1e6871530be0c7a2.png 960w,https://asset.jmir.pub/assets/83c35411331652da1e6871530be0c7a2.png 1920w,https://asset.jmir.pub/assets/83c35411331652da1e6871530be0c7a2.png 2500w)
Hongfeng Sheng, Weixing Xu, Bin Xu, Hongpu Song, Di Lu, Weiguo Ding, Henry Mildredl
JMIR Med Inform 2021 (May 14); 9(5):e21455Download Citation: END BibTex RIS
Clinical Communication, Electronic Consultation and Telehealth
View E-collection for ‘Clinical Communication, Electronic Consultation and Telehealth’![Pathway-Driven Coordinated Telehealth System for Management of Patients With Single or Multiple Chronic Diseases in China: System Development and Retrospective Study Pathway-Driven Coordinated Telehealth System for Management of Patients With Single or Multiple Chronic Diseases in China: System Development and Retrospective Study](https://asset.jmir.pub/assets/942551e1f1d66b938b47ff85eaf870db.png 480w,https://asset.jmir.pub/assets/942551e1f1d66b938b47ff85eaf870db.png 960w,https://asset.jmir.pub/assets/942551e1f1d66b938b47ff85eaf870db.png 1920w,https://asset.jmir.pub/assets/942551e1f1d66b938b47ff85eaf870db.png 2500w)
Zheyu Wang, Jiye An, Hui Lin, Jiaqiang Zhou, Fang Liu, Juan Chen, Huilong Duan, Ning Deng
JMIR Med Inform 2021 (May 17); 9(5):e27228Download Citation: END BibTex RIS
![Telemedicine for Follow-up Management of Patients After Liver Transplantation: Cohort Study Telemedicine for Follow-up Management of Patients After Liver Transplantation: Cohort Study](https://asset.jmir.pub/assets/15a8803b4b23aaa677b5f6ee0b01ed8a.png 480w,https://asset.jmir.pub/assets/15a8803b4b23aaa677b5f6ee0b01ed8a.png 960w,https://asset.jmir.pub/assets/15a8803b4b23aaa677b5f6ee0b01ed8a.png 1920w,https://asset.jmir.pub/assets/15a8803b4b23aaa677b5f6ee0b01ed8a.png 2500w)
Telemedicine for Follow-up Management of Patients After Liver Transplantation: Cohort Study
Min Tian, Bo Wang, Zhao Xue, Dinghui Dong, Xuemin Liu, Rongqian Wu, Liang Yu, Junxi Xiang, Xiaogang Zhang, Xufeng Zhang, Yi Lv
JMIR Med Inform 2021 (May 17); 9(5):e27175Download Citation: END BibTex RIS
Imaging Informatics
View E-collection for ‘Imaging Informatics’![Neural Network–Based Retinal Nerve Fiber Layer Profile Compensation for Glaucoma Diagnosis in Myopia: Model Development and Validation Neural Network–Based Retinal Nerve Fiber Layer Profile Compensation for Glaucoma Diagnosis in Myopia: Model Development and Validation](https://asset.jmir.pub/assets/c759750c058fd94c5eed2a223884a36a.png 480w,https://asset.jmir.pub/assets/c759750c058fd94c5eed2a223884a36a.png 960w,https://asset.jmir.pub/assets/c759750c058fd94c5eed2a223884a36a.png 1920w,https://asset.jmir.pub/assets/c759750c058fd94c5eed2a223884a36a.png 2500w)
Lei Li, Haogang Zhu, Zhenyu Zhang, Liang Zhao, Liang Xu, Rahul A Jonas, David F Garway-Heath, Jost B Jonas, Ya Xing Wang
JMIR Med Inform 2021 (May 18); 9(5):e22664Download Citation: END BibTex RIS