Natural Language Processing
View E-collection for ‘Natural Language Processing’![Natural Language Processing for Surveillance of Cervical and Anal Cancer and Precancer: Algorithm Development and Split-Validation Study Natural Language Processing for Surveillance of Cervical and Anal Cancer and Precancer: Algorithm Development and Split-Validation Study](https://asset.jmir.pub/assets/a289ae6ae7af625258af643c632fb3e2.png 480w,https://asset.jmir.pub/assets/a289ae6ae7af625258af643c632fb3e2.png 960w,https://asset.jmir.pub/assets/a289ae6ae7af625258af643c632fb3e2.png 1920w,https://asset.jmir.pub/assets/a289ae6ae7af625258af643c632fb3e2.png 2500w)
Carlos R Oliveira, Patrick Niccolai, Anette Michelle Ortiz, Sangini S Sheth, Eugene D Shapiro, Linda M Niccolai, Cynthia A Brandt
JMIR Med Inform 2020 (Nov 03); 8(11):e20826Download Citation: END BibTex RIS
![Characterizing Chronic Pain Episodes in Clinical Text at Two Health Care Systems: Comprehensive Annotation and Corpus Analysis Characterizing Chronic Pain Episodes in Clinical Text at Two Health Care Systems: Comprehensive Annotation and Corpus Analysis](https://asset.jmir.pub/assets/dc62e8ff3df3a76c0b580f062a301e9c.png 480w,https://asset.jmir.pub/assets/dc62e8ff3df3a76c0b580f062a301e9c.png 960w,https://asset.jmir.pub/assets/dc62e8ff3df3a76c0b580f062a301e9c.png 1920w,https://asset.jmir.pub/assets/dc62e8ff3df3a76c0b580f062a301e9c.png 2500w)
Luke A Carlson, Molly M Jeffery, Sunyang Fu, Huan He, Rozalina G McCoy, Yanshan Wang, William Michael Hooten, Jennifer St Sauver, Hongfang Liu, Jungwei Fan
JMIR Med Inform 2020 (Nov 16); 8(11):e18659Download Citation: END BibTex RIS
Decision Support for Health Professionals
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Junsang Yoo, Jeonghoon Lee, Poong-Lyul Rhee, Dong Kyung Chang, Mira Kang, Jong Soo Choi, David W Bates, Won Chul Cha
JMIR Med Inform 2020 (Nov 04); 8(11):e23351Download Citation: END BibTex RIS
![Amplifying Domain Expertise in Clinical Data Pipelines Amplifying Domain Expertise in Clinical Data Pipelines](https://asset.jmir.pub/assets/afdf9f15cdd011d88800880239575dcb.png 480w,https://asset.jmir.pub/assets/afdf9f15cdd011d88800880239575dcb.png 960w,https://asset.jmir.pub/assets/afdf9f15cdd011d88800880239575dcb.png 1920w,https://asset.jmir.pub/assets/afdf9f15cdd011d88800880239575dcb.png 2500w)
Amplifying Domain Expertise in Clinical Data Pipelines
Protiva Rahman, Arnab Nandi, Courtney Hebert
JMIR Med Inform 2020 (Nov 05); 8(11):e19612Download Citation: END BibTex RIS
Theme issue 2019: Semantics of Mental Health
View E-collection for ‘Theme issue 2019: Semantics of Mental Health’![Explainable Artificial Intelligence Recommendation System by Leveraging the Semantics of Adverse Childhood Experiences: Proof-of-Concept Prototype Development Explainable Artificial Intelligence Recommendation System by Leveraging the Semantics of Adverse Childhood Experiences: Proof-of-Concept Prototype Development](https://asset.jmir.pub/assets/8dff8a88b841395d489966a70be1fb56.png 480w,https://asset.jmir.pub/assets/8dff8a88b841395d489966a70be1fb56.png 960w,https://asset.jmir.pub/assets/8dff8a88b841395d489966a70be1fb56.png 1920w,https://asset.jmir.pub/assets/8dff8a88b841395d489966a70be1fb56.png 2500w)
Nariman Ammar, Arash Shaban-Nejad
JMIR Med Inform 2020 (Nov 04); 8(11):e18752Download Citation: END BibTex RIS
Machine Learning
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Patient Triage by Topic Modeling of Referral Letters: Feasibility Study
JMIR Med Inform 2020 (Nov 06); 8(11):e21252Download Citation: END BibTex RIS
![Multidimensional Machine Learning Personalized Prognostic Model in an Early Invasive Breast Cancer Population-Based Cohort in China: Algorithm Validation Study Multidimensional Machine Learning Personalized Prognostic Model in an Early Invasive Breast Cancer Population-Based Cohort in China: Algorithm Validation Study](https://asset.jmir.pub/assets/ade29e477781835f88cde966921eb7cc.png 480w,https://asset.jmir.pub/assets/ade29e477781835f88cde966921eb7cc.png 960w,https://asset.jmir.pub/assets/ade29e477781835f88cde966921eb7cc.png 1920w,https://asset.jmir.pub/assets/ade29e477781835f88cde966921eb7cc.png 2500w)
Xiaorong Zhong, Ting Luo, Ling Deng, Pei Liu, Kejia Hu, Donghao Lu, Dan Zheng, Chuanxu Luo, Yuxin Xie, Jiayuan Li, Ping He, Tianjie Pu, Feng Ye, Hong Bu, Bo Fu, Hong Zheng
JMIR Med Inform 2020 (Nov 09); 8(11):e19069Download Citation: END BibTex RIS
![Developing a Predictive Model for Asthma-Related Hospital Encounters in Patients With Asthma in a Large, Integrated Health Care System: Secondary Analysis Developing a Predictive Model for Asthma-Related Hospital Encounters in Patients With Asthma in a Large, Integrated Health Care System: Secondary Analysis](https://asset.jmir.pub/assets/c2ede51ef20f3721ee579808889aa2b9.png 480w,https://asset.jmir.pub/assets/c2ede51ef20f3721ee579808889aa2b9.png 960w,https://asset.jmir.pub/assets/c2ede51ef20f3721ee579808889aa2b9.png 1920w,https://asset.jmir.pub/assets/c2ede51ef20f3721ee579808889aa2b9.png 2500w)
Gang Luo, Claudia L Nau, William W Crawford, Michael Schatz, Robert S Zeiger, Emily Rozema, Corinna Koebnick
JMIR Med Inform 2020 (Nov 09); 8(11):e22689Download Citation: END BibTex RIS
![Comparison of Multivariable Logistic Regression and Other Machine Learning Algorithms for Prognostic Prediction Studies in Pregnancy Care: Systematic Review and Meta-Analysis Comparison of Multivariable Logistic Regression and Other Machine Learning Algorithms for Prognostic Prediction Studies in Pregnancy Care: Systematic Review and Meta-Analysis](https://asset.jmir.pub/assets/fd5d7d751569fb33467501bc5421da6c.png 480w,https://asset.jmir.pub/assets/fd5d7d751569fb33467501bc5421da6c.png 960w,https://asset.jmir.pub/assets/fd5d7d751569fb33467501bc5421da6c.png 1920w,https://asset.jmir.pub/assets/fd5d7d751569fb33467501bc5421da6c.png 2500w)
Herdiantri Sufriyana, Atina Husnayain, Ya-Lin Chen, Chao-Yang Kuo, Onkar Singh, Tso-Yang Yeh, Yu-Wei Wu, Emily Chia-Yu Su
JMIR Med Inform 2020 (Nov 17); 8(11):e16503Download Citation: END BibTex RIS
![Deep Learning Methodology for Differentiating Glioma Recurrence From Radiation Necrosis Using Multimodal Magnetic Resonance Imaging: Algorithm Development and Validation Deep Learning Methodology for Differentiating Glioma Recurrence From Radiation Necrosis Using Multimodal Magnetic Resonance Imaging: Algorithm Development and Validation](https://asset.jmir.pub/assets/0a88b53782cc4f73b7eecd2256356cf1.png 480w,https://asset.jmir.pub/assets/0a88b53782cc4f73b7eecd2256356cf1.png 960w,https://asset.jmir.pub/assets/0a88b53782cc4f73b7eecd2256356cf1.png 1920w,https://asset.jmir.pub/assets/0a88b53782cc4f73b7eecd2256356cf1.png 2500w)
Yang Gao, Xiong Xiao, Bangcheng Han, Guilin Li, Xiaolin Ning, Defeng Wang, Weidong Cai, Ron Kikinis, Shlomo Berkovsky, Antonio Di Ieva, Liwei Zhang, Nan Ji, Sidong Liu
JMIR Med Inform 2020 (Nov 17); 8(11):e19805Download Citation: END BibTex RIS
![Development of an Artificial Intelligence–Based Automated Recommendation System for Clinical Laboratory Tests: Retrospective Analysis of the National Health Insurance Database Development of an Artificial Intelligence–Based Automated Recommendation System for Clinical Laboratory Tests: Retrospective Analysis of the National Health Insurance Database](https://asset.jmir.pub/assets/f7b4f544ec192e3d42561001de7c112a.png 480w,https://asset.jmir.pub/assets/f7b4f544ec192e3d42561001de7c112a.png 960w,https://asset.jmir.pub/assets/f7b4f544ec192e3d42561001de7c112a.png 1920w,https://asset.jmir.pub/assets/f7b4f544ec192e3d42561001de7c112a.png 2500w)
Md Mohaimenul Islam, Hsuan-Chia Yang, Tahmina Nasrin Poly, Yu-Chuan Jack Li
JMIR Med Inform 2020 (Nov 18); 8(11):e24163Download Citation: END BibTex RIS
![Machine Learning Approach to Reduce Alert Fatigue Using a Disease Medication–Related Clinical Decision Support System: Model Development and Validation Machine Learning Approach to Reduce Alert Fatigue Using a Disease Medication–Related Clinical Decision Support System: Model Development and Validation](https://asset.jmir.pub/assets/c300dfc9f92f8dd08b1d7f9f56bae935.png 480w,https://asset.jmir.pub/assets/c300dfc9f92f8dd08b1d7f9f56bae935.png 960w,https://asset.jmir.pub/assets/c300dfc9f92f8dd08b1d7f9f56bae935.png 1920w,https://asset.jmir.pub/assets/c300dfc9f92f8dd08b1d7f9f56bae935.png 2500w)
Tahmina Nasrin Poly, Md.Mohaimenul Islam, Muhammad Solihuddin Muhtar, Hsuan-Chia Yang, Phung Anh (Alex) Nguyen, Yu-Chuan (Jack) Li
JMIR Med Inform 2020 (Nov 19); 8(11):e19489Download Citation: END BibTex RIS
Theme Issue: Medical Informatics and COVID-19
View E-collection for ‘Theme Issue: Medical Informatics and COVID-19’![Toward Preparing a Knowledge Base to Explore Potential Drugs and Biomedical Entities Related to COVID-19: Automated Computational Approach Toward Preparing a Knowledge Base to Explore Potential Drugs and Biomedical Entities Related to COVID-19: Automated Computational Approach](https://asset.jmir.pub/assets/452b0ea00bd0682b7afc82c5d0df84b5.png 480w,https://asset.jmir.pub/assets/452b0ea00bd0682b7afc82c5d0df84b5.png 960w,https://asset.jmir.pub/assets/452b0ea00bd0682b7afc82c5d0df84b5.png 1920w,https://asset.jmir.pub/assets/452b0ea00bd0682b7afc82c5d0df84b5.png 2500w)
Junaed Younus Khan, Md Tawkat Islam Khondaker, Iram Tazim Hoque, Hamada R H Al-Absi, Mohammad Saifur Rahman, Reto Guler, Tanvir Alam, M Sohel Rahman
JMIR Med Inform 2020 (Nov 10); 8(11):e21648Download Citation: END BibTex RIS
![Prediction of COVID-19 Severity Using Chest Computed Tomography and Laboratory Measurements: Evaluation Using a Machine Learning Approach Prediction of COVID-19 Severity Using Chest Computed Tomography and Laboratory Measurements: Evaluation Using a Machine Learning Approach](https://asset.jmir.pub/assets/76e7c76ea6d9b40f308eb656d22a3b8a.png 480w,https://asset.jmir.pub/assets/76e7c76ea6d9b40f308eb656d22a3b8a.png 960w,https://asset.jmir.pub/assets/76e7c76ea6d9b40f308eb656d22a3b8a.png 1920w,https://asset.jmir.pub/assets/76e7c76ea6d9b40f308eb656d22a3b8a.png 2500w)
Daowei Li, Qiang Zhang, Yue Tan, Xinghuo Feng, Yuanyi Yue, Yuhan Bai, Jimeng Li, Jiahang Li, Youjun Xu, Shiyu Chen, Si-Yu Xiao, Muyan Sun, Xiaona Li, Fang Zhu
JMIR Med Inform 2020 (Nov 17); 8(11):e21604Download Citation: END BibTex RIS
Advanced Data Analytics in eHealth
View E-collection for ‘Advanced Data Analytics in eHealth’![Using Ambient Assisted Living to Monitor Older Adults With Alzheimer Disease: Single-Case Study to Validate the Monitoring Report Using Ambient Assisted Living to Monitor Older Adults With Alzheimer Disease: Single-Case Study to Validate the Monitoring Report](https://asset.jmir.pub/assets/48074afc63fcb2a8d883249e5cf264f9.png 480w,https://asset.jmir.pub/assets/48074afc63fcb2a8d883249e5cf264f9.png 960w,https://asset.jmir.pub/assets/48074afc63fcb2a8d883249e5cf264f9.png 1920w,https://asset.jmir.pub/assets/48074afc63fcb2a8d883249e5cf264f9.png 2500w)
Maxime Lussier, Aline Aboujaoudé, Mélanie Couture, Maxim Moreau, Catherine Laliberté, Sylvain Giroux, Hélène Pigot, Sébastien Gaboury, Kévin Bouchard, Patricia Belchior, Carolina Bottari, Guy Paré, Charles Consel, Nathalie Bier
JMIR Med Inform 2020 (Nov 13); 8(11):e20215Download Citation: END BibTex RIS
Quality Improvement
View E-collection for ‘Quality Improvement’![Parental Experiences of the Pediatric Day Surgery Pathway and the Needs for a Digital Gaming Solution: Qualitative Study Parental Experiences of the Pediatric Day Surgery Pathway and the Needs for a Digital Gaming Solution: Qualitative Study](https://asset.jmir.pub/assets/8c2acd2d9d8fbd749dc7ae3693053614.png 480w,https://asset.jmir.pub/assets/8c2acd2d9d8fbd749dc7ae3693053614.png 960w,https://asset.jmir.pub/assets/8c2acd2d9d8fbd749dc7ae3693053614.png 1920w,https://asset.jmir.pub/assets/8c2acd2d9d8fbd749dc7ae3693053614.png 2500w)
Arja Rantala, Miia M Jansson, Otto Helve, Pekka Lahdenne, Minna Pikkarainen, Tarja Pölkki
JMIR Med Inform 2020 (Nov 13); 8(11):e23626Download Citation: END BibTex RIS
Digital Health Meta-Research and Bibliographic Studies
View E-collection for ‘Digital Health Meta-Research and Bibliographic Studies’![Analysis of the Trends in Publications on Clinical Cancer Research in Mainland China from the Surveillance, Epidemiology, and End Results (SEER) Database: Bibliometric Study Analysis of the Trends in Publications on Clinical Cancer Research in Mainland China from the Surveillance, Epidemiology, and End Results (SEER) Database: Bibliometric Study](https://asset.jmir.pub/assets/382a04f702093bee63c95993860ae444.png 480w,https://asset.jmir.pub/assets/382a04f702093bee63c95993860ae444.png 960w,https://asset.jmir.pub/assets/382a04f702093bee63c95993860ae444.png 1920w,https://asset.jmir.pub/assets/382a04f702093bee63c95993860ae444.png 2500w)
Min-Qiang Lin, Chen-Lu Lian, Ping Zhou, Jian Lei, Jun Wang, Li Hua, Juan Zhou, San-Gang Wu
JMIR Med Inform 2020 (Nov 17); 8(11):e21931Download 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’![Assessment of mHealth Interventions: Need for New Studies, Methods, and Guidelines for Study Designs Assessment of mHealth Interventions: Need for New Studies, Methods, and Guidelines for Study Designs](https://asset.jmir.pub/assets/43fd2f6de0e42f43c14a1d3304e0f0f4.png 480w,https://asset.jmir.pub/assets/43fd2f6de0e42f43c14a1d3304e0f0f4.png 960w,https://asset.jmir.pub/assets/43fd2f6de0e42f43c14a1d3304e0f0f4.png 1920w,https://asset.jmir.pub/assets/43fd2f6de0e42f43c14a1d3304e0f0f4.png 2500w)
Assessment of mHealth Interventions: Need for New Studies, Methods, and Guidelines for Study Designs
JMIR Med Inform 2020 (Nov 18); 8(11):e21874Download Citation: END BibTex RIS
Electronic Health Records
View E-collection for ‘Electronic Health Records’![The Associations of Electronic Health Record Usability and User Age With Stress and Cognitive Failures Among Finnish Registered Nurses: Cross-Sectional Study The Associations of Electronic Health Record Usability and User Age With Stress and Cognitive Failures Among Finnish Registered Nurses: Cross-Sectional Study](https://asset.jmir.pub/assets/8a82161a57ae5fa0a2e32c05e7413652.png 480w,https://asset.jmir.pub/assets/8a82161a57ae5fa0a2e32c05e7413652.png 960w,https://asset.jmir.pub/assets/8a82161a57ae5fa0a2e32c05e7413652.png 1920w,https://asset.jmir.pub/assets/8a82161a57ae5fa0a2e32c05e7413652.png 2500w)
Anu-Marja Kaihlanen, Kia Gluschkoff, Hannele Hyppönen, Johanna Kaipio, Sampsa Puttonen, Tuulikki Vehko, Kaija Saranto, Liisa Karhe, Tarja Heponiemi
JMIR Med Inform 2020 (Nov 18); 8(11):e23623Download Citation: END BibTex RIS
Imaging Informatics
View E-collection for ‘Imaging Informatics’![Web- and Artificial Intelligence–Based Image Recognition For Sperm Motility Analysis: Verification Study Web- and Artificial Intelligence–Based Image Recognition For Sperm Motility Analysis: Verification Study](https://asset.jmir.pub/assets/627726478a53da7ab66b57a7b86f0b07.png 480w,https://asset.jmir.pub/assets/627726478a53da7ab66b57a7b86f0b07.png 960w,https://asset.jmir.pub/assets/627726478a53da7ab66b57a7b86f0b07.png 1920w,https://asset.jmir.pub/assets/627726478a53da7ab66b57a7b86f0b07.png 2500w)
Vincent FS Tsai, Bin Zhuang, Yuan-Hung Pong, Ju-Ton Hsieh, Hong-Chiang Chang
JMIR Med Inform 2020 (Nov 19); 8(11):e20031Download Citation: END BibTex RIS