Clinical Communication, Electronic Consultation and Telehealth
View E-collection for ‘Clinical Communication, Electronic Consultation and Telehealth’![Experiences and Challenges of Emerging Online Health Services Combating COVID-19 in China: Retrospective, Cross-Sectional Study of Internet Hospitals Experiences and Challenges of Emerging Online Health Services Combating COVID-19 in China: Retrospective, Cross-Sectional Study of Internet Hospitals](https://asset.jmir.pub/assets/2ebf9a0ea78aef792cf95785d1f88f02.png 480w,https://asset.jmir.pub/assets/2ebf9a0ea78aef792cf95785d1f88f02.png 960w,https://asset.jmir.pub/assets/2ebf9a0ea78aef792cf95785d1f88f02.png 1920w,https://asset.jmir.pub/assets/2ebf9a0ea78aef792cf95785d1f88f02.png 2500w)
Fangmin Ge, Huan Qian, Jianbo Lei, Yiqi Ni, Qian Li, Song Wang, Kefeng Ding
JMIR Med Inform 2022 (Jun 01); 10(6):e37042Download Citation: END BibTex RIS
Machine Learning
View E-collection for ‘Machine Learning’![Understanding the Relationship Between Mood Symptoms and Mobile App Engagement Among Patients With Breast Cancer Using Machine Learning: Case Study Understanding the Relationship Between Mood Symptoms and Mobile App Engagement Among Patients With Breast Cancer Using Machine Learning: Case Study](https://asset.jmir.pub/assets/a228a8f2ef0135e7940f0d55495fbc40.png 480w,https://asset.jmir.pub/assets/a228a8f2ef0135e7940f0d55495fbc40.png 960w,https://asset.jmir.pub/assets/a228a8f2ef0135e7940f0d55495fbc40.png 1920w,https://asset.jmir.pub/assets/a228a8f2ef0135e7940f0d55495fbc40.png 2500w)
Anna N Baglione, Lihua Cai, Aram Bahrini, Isabella Posey, Mehdi Boukhechba, Philip I Chow
JMIR Med Inform 2022 (Jun 02); 10(6):e30712Download Citation: END BibTex RIS
![Noninvasive Screening Tool for Hyperkalemia Using a Single-Lead Electrocardiogram and Deep Learning: Development and Usability Study Noninvasive Screening Tool for Hyperkalemia Using a Single-Lead Electrocardiogram and Deep Learning: Development and Usability Study](https://asset.jmir.pub/assets/4e9026b8757508afb81d66a8724d63b1.png 480w,https://asset.jmir.pub/assets/4e9026b8757508afb81d66a8724d63b1.png 960w,https://asset.jmir.pub/assets/4e9026b8757508afb81d66a8724d63b1.png 1920w,https://asset.jmir.pub/assets/4e9026b8757508afb81d66a8724d63b1.png 2500w)
Erdenebayar Urtnasan, Jung Hun Lee, Byungjin Moon, Hee Young Lee, Kyuhee Lee, Hyun Youk
JMIR Med Inform 2022 (Jun 03); 10(6):e34724Download Citation: END BibTex RIS
![Predicting Abnormal Laboratory Blood Test Results in the Intensive Care Unit Using Novel Features Based on Information Theory and Historical Conditional Probability: Observational Study Predicting Abnormal Laboratory Blood Test Results in the Intensive Care Unit Using Novel Features Based on Information Theory and Historical Conditional Probability: Observational Study](https://asset.jmir.pub/assets/2759bcb334c20cbcf4d4625f9199de72.png 480w,https://asset.jmir.pub/assets/2759bcb334c20cbcf4d4625f9199de72.png 960w,https://asset.jmir.pub/assets/2759bcb334c20cbcf4d4625f9199de72.png 1920w,https://asset.jmir.pub/assets/2759bcb334c20cbcf4d4625f9199de72.png 2500w)
Camilo E Valderrama, Daniel J Niven, Henry T Stelfox, Joon Lee
JMIR Med Inform 2022 (Jun 03); 10(6):e35250Download Citation: END BibTex RIS
![Noninvasive Diagnosis of Nonalcoholic Steatohepatitis and Advanced Liver Fibrosis Using Machine Learning Methods: Comparative Study With Existing Quantitative Risk Scores Noninvasive Diagnosis of Nonalcoholic Steatohepatitis and Advanced Liver Fibrosis Using Machine Learning Methods: Comparative Study With Existing Quantitative Risk Scores](https://asset.jmir.pub/assets/9227ae692f6d86231a4a623951ab21be.png 480w,https://asset.jmir.pub/assets/9227ae692f6d86231a4a623951ab21be.png 960w,https://asset.jmir.pub/assets/9227ae692f6d86231a4a623951ab21be.png 1920w,https://asset.jmir.pub/assets/9227ae692f6d86231a4a623951ab21be.png 2500w)
Yonghui Wu, Xi Yang, Heather L Morris, Matthew J Gurka, Elizabeth A Shenkman, Kenneth Cusi, Fernando Bril, William T Donahoo
JMIR Med Inform 2022 (Jun 06); 10(6):e36997Download Citation: END BibTex RIS
![Medication-Wide Association Study Using Electronic Health Record Data of Prescription Medication Exposure and Multifetal Pregnancies: Retrospective Study Medication-Wide Association Study Using Electronic Health Record Data of Prescription Medication Exposure and Multifetal Pregnancies: Retrospective Study](https://asset.jmir.pub/assets/f9b38bb99e511bd521dd9b0a46251e5e.png 480w,https://asset.jmir.pub/assets/f9b38bb99e511bd521dd9b0a46251e5e.png 960w,https://asset.jmir.pub/assets/f9b38bb99e511bd521dd9b0a46251e5e.png 1920w,https://asset.jmir.pub/assets/f9b38bb99e511bd521dd9b0a46251e5e.png 2500w)
Lena Davidson, Silvia P Canelón, Mary Regina Boland
JMIR Med Inform 2022 (Jun 07); 10(6):e32229Download Citation: END BibTex RIS
![The Prediction of Preterm Birth Using Time-Series Technology-Based Machine Learning: Retrospective Cohort Study The Prediction of Preterm Birth Using Time-Series Technology-Based Machine Learning: Retrospective Cohort Study](https://asset.jmir.pub/assets/4d66e1048a25b7b8f5c5786a4ae579c2.png 480w,https://asset.jmir.pub/assets/4d66e1048a25b7b8f5c5786a4ae579c2.png 960w,https://asset.jmir.pub/assets/4d66e1048a25b7b8f5c5786a4ae579c2.png 1920w,https://asset.jmir.pub/assets/4d66e1048a25b7b8f5c5786a4ae579c2.png 2500w)
Yichao Zhang, Sha Lu, Yina Wu, Wensheng Hu, Zhenming Yuan
JMIR Med Inform 2022 (Jun 13); 10(6):e33835Download Citation: END BibTex RIS
![Machine Learning Support for Decision-Making in Kidney Transplantation: Step-by-step Development of a Technological Solution Machine Learning Support for Decision-Making in Kidney Transplantation: Step-by-step Development of a Technological Solution](https://asset.jmir.pub/assets/e3d9d49a733c346eb668fcd9c24e595f.png 480w,https://asset.jmir.pub/assets/e3d9d49a733c346eb668fcd9c24e595f.png 960w,https://asset.jmir.pub/assets/e3d9d49a733c346eb668fcd9c24e595f.png 1920w,https://asset.jmir.pub/assets/e3d9d49a733c346eb668fcd9c24e595f.png 2500w)
François-Xavier Paquette, Amir Ghassemi, Olga Bukhtiyarova, Moustapha Cisse, Natanael Gagnon, Alexia Della Vecchia, Hobivola A Rabearivelo, Youssef Loudiyi
JMIR Med Inform 2022 (Jun 14); 10(6):e34554Download Citation: END BibTex RIS
![Multitask Learning With Recurrent Neural Networks for Acute Respiratory Distress Syndrome Prediction Using Only Electronic Health Record Data: Model Development and Validation Study Multitask Learning With Recurrent Neural Networks for Acute Respiratory Distress Syndrome Prediction Using Only Electronic Health Record Data: Model Development and Validation Study](https://asset.jmir.pub/assets/b7df0a42b428e0124e65db7a1e9fa540.png 480w,https://asset.jmir.pub/assets/b7df0a42b428e0124e65db7a1e9fa540.png 960w,https://asset.jmir.pub/assets/b7df0a42b428e0124e65db7a1e9fa540.png 1920w,https://asset.jmir.pub/assets/b7df0a42b428e0124e65db7a1e9fa540.png 2500w)
Carson Lam, Rahul Thapa, Jenish Maharjan, Keyvan Rahmani, Chak Foon Tso, Navan Preet Singh, Satish Casie Chetty, Qingqing Mao
JMIR Med Inform 2022 (Jun 15); 10(6):e36202Download Citation: END BibTex RIS
![Identifying the Risk of Sepsis in Patients With Cancer Using Digital Health Care Records: Machine Learning–Based Approach Identifying the Risk of Sepsis in Patients With Cancer Using Digital Health Care Records: Machine Learning–Based Approach](https://asset.jmir.pub/assets/4c6208aff947d5c46beee0de06db677d.png 480w,https://asset.jmir.pub/assets/4c6208aff947d5c46beee0de06db677d.png 960w,https://asset.jmir.pub/assets/4c6208aff947d5c46beee0de06db677d.png 1920w,https://asset.jmir.pub/assets/4c6208aff947d5c46beee0de06db677d.png 2500w)
Donghun Yang, Jimin Kim, Junsang Yoo, Won Chul Cha, Hyojung Paik
JMIR Med Inform 2022 (Jun 15); 10(6):e37689Download Citation: END BibTex RIS
![Predicting Risk of Hypoglycemia in Patients With Type 2 Diabetes by Electronic Health Record–Based Machine Learning: Development and Validation Predicting Risk of Hypoglycemia in Patients With Type 2 Diabetes by Electronic Health Record–Based Machine Learning: Development and Validation](https://asset.jmir.pub/assets/dba2ac22aec6f771be7c63c6e49015d8.png 480w,https://asset.jmir.pub/assets/dba2ac22aec6f771be7c63c6e49015d8.png 960w,https://asset.jmir.pub/assets/dba2ac22aec6f771be7c63c6e49015d8.png 1920w,https://asset.jmir.pub/assets/dba2ac22aec6f771be7c63c6e49015d8.png 2500w)
Hao Yang, Jiaxi Li, Siru Liu, Xiaoling Yang, Jialin Liu
JMIR Med Inform 2022 (Jun 16); 10(6):e36958Download Citation: END BibTex RIS
![Vaccine Adverse Event Mining of Twitter Conversations: 2-Phase Classification Study Vaccine Adverse Event Mining of Twitter Conversations: 2-Phase Classification Study](https://asset.jmir.pub/assets/c0e1ecf9e5b1bc3bbbbfd1355185d0c7.png 480w,https://asset.jmir.pub/assets/c0e1ecf9e5b1bc3bbbbfd1355185d0c7.png 960w,https://asset.jmir.pub/assets/c0e1ecf9e5b1bc3bbbbfd1355185d0c7.png 1920w,https://asset.jmir.pub/assets/c0e1ecf9e5b1bc3bbbbfd1355185d0c7.png 2500w)
Vaccine Adverse Event Mining of Twitter Conversations: 2-Phase Classification Study
Sedigheh Khademi Habibabadi, Pari Delir Haghighi, Frada Burstein, Jim Buttery
JMIR Med Inform 2022 (Jun 16); 10(6):e34305Download Citation: END BibTex RIS
Theme Issue: Medical Informatics and COVID-19
View E-collection for ‘Theme Issue: Medical Informatics and COVID-19’![Predicting 30-Day Readmission Risk for Patients With Chronic Obstructive Pulmonary Disease Through a Federated Machine Learning Architecture on Findable, Accessible, Interoperable, and Reusable (FAIR) Data: Development and Validation Study Predicting 30-Day Readmission Risk for Patients With Chronic Obstructive Pulmonary Disease Through a Federated Machine Learning Architecture on Findable, Accessible, Interoperable, and Reusable (FAIR) Data: Development and Validation Study](https://asset.jmir.pub/assets/dac92d3c48b056d58b5c5270cf2a640f.png 480w,https://asset.jmir.pub/assets/dac92d3c48b056d58b5c5270cf2a640f.png 960w,https://asset.jmir.pub/assets/dac92d3c48b056d58b5c5270cf2a640f.png 1920w,https://asset.jmir.pub/assets/dac92d3c48b056d58b5c5270cf2a640f.png 2500w)
Celia Alvarez-Romero, Alicia Martinez-Garcia, Jara Ternero Vega, Pablo Díaz-Jimènez, Carlos Jimènez-Juan, María Dolores Nieto-Martín, Esther Román Villarán, Tomi Kovacevic, Darijo Bokan, Sanja Hromis, Jelena Djekic Malbasa, Suzana Beslać, Bojan Zaric, Mert Gencturk, A Anil Sinaci, Manuel Ollero Baturone, Carlos Luis Parra Calderón
JMIR Med Inform 2022 (Jun 02); 10(6):e35307Download 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)’![Conditional Probability Joint Extraction of Nested Biomedical Events: Design of a Unified Extraction Framework Based on Neural Networks Conditional Probability Joint Extraction of Nested Biomedical Events: Design of a Unified Extraction Framework Based on Neural Networks](https://asset.jmir.pub/assets/b66cc09ccc3fb4027f48d8a665555c3c.png 480w,https://asset.jmir.pub/assets/b66cc09ccc3fb4027f48d8a665555c3c.png 960w,https://asset.jmir.pub/assets/b66cc09ccc3fb4027f48d8a665555c3c.png 1920w,https://asset.jmir.pub/assets/b66cc09ccc3fb4027f48d8a665555c3c.png 2500w)
Yan Wang, Jian Wang, Huiyi Lu, Bing Xu, Yijia Zhang, Santosh Kumar Banbhrani, Hongfei Lin
JMIR Med Inform 2022 (Jun 07); 10(6):e37804Download Citation: END BibTex RIS
Natural Language Processing
View E-collection for ‘Natural Language Processing’![Prevalence of Sensitive Terms in Clinical Notes Using Natural Language Processing Techniques: Observational Study Prevalence of Sensitive Terms in Clinical Notes Using Natural Language Processing Techniques: Observational Study](https://asset.jmir.pub/assets/fe95bd96a0d0b48d4a6c351e971ecd98.png 480w,https://asset.jmir.pub/assets/fe95bd96a0d0b48d4a6c351e971ecd98.png 960w,https://asset.jmir.pub/assets/fe95bd96a0d0b48d4a6c351e971ecd98.png 1920w,https://asset.jmir.pub/assets/fe95bd96a0d0b48d4a6c351e971ecd98.png 2500w)
Jennifer Lee, Samuel Yang, Cynthia Holland-Hall, Emre Sezgin, Manjot Gill, Simon Linwood, Yungui Huang, Jeffrey Hoffman
JMIR Med Inform 2022 (Jun 10); 10(6):e38482Download Citation: END BibTex RIS
![Associations Between Family Member Involvement and Outcomes of Patients Admitted to the Intensive Care Unit: Retrospective Cohort Study Associations Between Family Member Involvement and Outcomes of Patients Admitted to the Intensive Care Unit: Retrospective Cohort Study](https://asset.jmir.pub/assets/9221fd047462a23c36266c28dde235e3.png 480w,https://asset.jmir.pub/assets/9221fd047462a23c36266c28dde235e3.png 960w,https://asset.jmir.pub/assets/9221fd047462a23c36266c28dde235e3.png 1920w,https://asset.jmir.pub/assets/9221fd047462a23c36266c28dde235e3.png 2500w)
Tamryn F Gray, Anne Kwok, Khuyen M Do, Sandra Zeng, Edward T Moseley, Yasser M Dbeis, Renato Umeton, James A Tulsky, Areej El-Jawahri, Charlotta Lindvall
JMIR Med Inform 2022 (Jun 15); 10(6):e33921Download Citation: END BibTex RIS
Adoption and Change Management of eHealth Systems
View E-collection for ‘Adoption and Change Management of eHealth Systems’![Perspective of Information Technology Decision Makers on Factors Influencing Adoption and Implementation of Artificial Intelligence Technologies in 40 German Hospitals: Descriptive Analysis Perspective of Information Technology Decision Makers on Factors Influencing Adoption and Implementation of Artificial Intelligence Technologies in 40 German Hospitals: Descriptive Analysis](https://asset.jmir.pub/assets/59df86c00c9a691126f915976a3b5dc7.png 480w,https://asset.jmir.pub/assets/59df86c00c9a691126f915976a3b5dc7.png 960w,https://asset.jmir.pub/assets/59df86c00c9a691126f915976a3b5dc7.png 1920w,https://asset.jmir.pub/assets/59df86c00c9a691126f915976a3b5dc7.png 2500w)
Lina Weinert, Julia Müller, Laura Svensson, Oliver Heinze
JMIR Med Inform 2022 (Jun 15); 10(6):e34678Download 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’![Quality Criteria for Real-world Data in Pharmaceutical Research and Health Care Decision-making: Austrian Expert Consensus Quality Criteria for Real-world Data in Pharmaceutical Research and Health Care Decision-making: Austrian Expert Consensus](https://asset.jmir.pub/assets/cbb7c236b416c6372e875eba7db5badb.png 480w,https://asset.jmir.pub/assets/cbb7c236b416c6372e875eba7db5badb.png 960w,https://asset.jmir.pub/assets/cbb7c236b416c6372e875eba7db5badb.png 1920w,https://asset.jmir.pub/assets/cbb7c236b416c6372e875eba7db5badb.png 2500w)
Peter Klimek, Dejan Baltic, Martin Brunner, Alexander Degelsegger-Marquez, Gerhard Garhöfer, Ghazaleh Gouya-Lechner, Arnold Herzog, Bernd Jilma, Stefan Kähler, Veronika Mikl, Bernhard Mraz, Herwig Ostermann, Claas Röhl, Robert Scharinger, Tanja Stamm, Michael Strassnig, Christa Wirthumer-Hoche, Johannes Pleiner-Duxneuner
JMIR Med Inform 2022 (Jun 17); 10(6):e34204Download Citation: END BibTex RIS
Decision Support for Health Professionals
View E-collection for ‘Decision Support for Health Professionals’![A Clinical Decision Support System for Assessing the Risk of Cervical Cancer: Development and Evaluation Study A Clinical Decision Support System for Assessing the Risk of Cervical Cancer: Development and Evaluation Study](https://asset.jmir.pub/assets/93f92086e47b8a8e471df6280ee3b531.png 480w,https://asset.jmir.pub/assets/93f92086e47b8a8e471df6280ee3b531.png 960w,https://asset.jmir.pub/assets/93f92086e47b8a8e471df6280ee3b531.png 1920w,https://asset.jmir.pub/assets/93f92086e47b8a8e471df6280ee3b531.png 2500w)
Nasrin Chekin, Haleh Ayatollahi, Mojgan Karimi Zarchi
JMIR Med Inform 2022 (Jun 22); 10(6):e34753Download Citation: END BibTex RIS