Articles published in 2016 in this theme: 10 (scroll down to load remaining articles)
2016
![Finding Important Terms for Patients in Their Electronic Health Records: A Learning-to-Rank Approach Using Expert Annotations Finding Important Terms for Patients in Their Electronic Health Records: A Learning-to-Rank Approach Using Expert Annotations](https://asset.jmir.pub/assets/thumbs/5cf4e8d20c34a56ed9e2a442d4896d07.png 480w,https://asset.jmir.pub/assets/thumbs/5cf4e8d20c34a56ed9e2a442d4896d07.png 960w,https://asset.jmir.pub/assets/thumbs/5cf4e8d20c34a56ed9e2a442d4896d07.png 1920w,https://asset.jmir.pub/assets/thumbs/5cf4e8d20c34a56ed9e2a442d4896d07.png 2500w)
Jinying Chen, Jiaping Zheng, Hong Yu
JMIR Med Inform 2016 (Nov 30); 4(4):e40Download Citation: END BibTex RIS
![Consumers’ Use of UMLS Concepts on Social Media: Diabetes-Related Textual Data Analysis in Blog and Social Q&A Sites Consumers’ Use of UMLS Concepts on Social Media: Diabetes-Related Textual Data Analysis in Blog and Social Q&A Sites](https://asset.jmir.pub/assets/thumbs/cad1bbe7fb976829c01bf3237dd9c5d6.png 480w,https://asset.jmir.pub/assets/thumbs/cad1bbe7fb976829c01bf3237dd9c5d6.png 960w,https://asset.jmir.pub/assets/thumbs/cad1bbe7fb976829c01bf3237dd9c5d6.png 1920w,https://asset.jmir.pub/assets/thumbs/cad1bbe7fb976829c01bf3237dd9c5d6.png 2500w)
Min Sook Park, Zhe He, Zhiwei Chen, Sanghee Oh, Jiang Bian
JMIR Med Inform 2016 (Nov 24); 4(4):e41Download Citation: END BibTex RIS
![“Mommy Blogs” and the Vaccination Exemption Narrative: Results From A Machine-Learning Approach for Story Aggregation on Parenting Social Media Sites “Mommy Blogs” and the Vaccination Exemption Narrative: Results From A Machine-Learning Approach for Story Aggregation on Parenting Social Media Sites](https://asset.jmir.pub/assets/thumbs/ecfdc720d3eb782cab3b7791ee9bb1c5.png 480w,https://asset.jmir.pub/assets/thumbs/ecfdc720d3eb782cab3b7791ee9bb1c5.png 960w,https://asset.jmir.pub/assets/thumbs/ecfdc720d3eb782cab3b7791ee9bb1c5.png 1920w,https://asset.jmir.pub/assets/thumbs/ecfdc720d3eb782cab3b7791ee9bb1c5.png 2500w)
Timothy R Tangherlini, Vwani Roychowdhury, Beth Glenn, Catherine M Crespi, Roja Bandari, Akshay Wadia, Misagh Falahi, Ehsan Ebrahimzadeh, Roshan Bastani
JMIR Public Health Surveill 2016 (Nov 22); 2(2):e166Download Citation: END BibTex RIS
![Online Concerns of Parents Suspecting Autism Spectrum Disorder in Their Child: Content Analysis of Signs and Automated Prediction of Risk Online Concerns of Parents Suspecting Autism Spectrum Disorder in Their Child: Content Analysis of Signs and Automated Prediction of Risk](https://asset.jmir.pub/assets/thumbs/5ddae11d870268a8d90067ef8eddf376.png 480w,https://asset.jmir.pub/assets/thumbs/5ddae11d870268a8d90067ef8eddf376.png 960w,https://asset.jmir.pub/assets/thumbs/5ddae11d870268a8d90067ef8eddf376.png 1920w,https://asset.jmir.pub/assets/thumbs/5ddae11d870268a8d90067ef8eddf376.png 2500w)
Ayelet Ben-Sasson, Elad Yom-Tov
J Med Internet Res 2016 (Nov 22); 18(11):e300Download Citation: END BibTex RIS
![Web-based Real-Time Case Finding for the Population Health Management of Patients With Diabetes Mellitus: A Prospective Validation of the Natural Language Processing–Based Algorithm With Statewide Electronic Medical Records Web-based Real-Time Case Finding for the Population Health Management of Patients With Diabetes Mellitus: A Prospective Validation of the Natural Language Processing–Based Algorithm With Statewide Electronic Medical Records](https://asset.jmir.pub/assets/thumbs/80cba64a7fe23b99f20072f9209a3e18.png 480w,https://asset.jmir.pub/assets/thumbs/80cba64a7fe23b99f20072f9209a3e18.png 960w,https://asset.jmir.pub/assets/thumbs/80cba64a7fe23b99f20072f9209a3e18.png 1920w,https://asset.jmir.pub/assets/thumbs/80cba64a7fe23b99f20072f9209a3e18.png 2500w)
Le Zheng, Yue Wang, Shiying Hao, Andrew Y Shin, Bo Jin, Anh D Ngo, Medina S Jackson-Browne, Daniel J Feller, Tianyun Fu, Karena Zhang, Xin Zhou, Chunqing Zhu, Dorothy Dai, Yunxian Yu, Gang Zheng, Yu-Ming Li, Doff B McElhinney, Devore S Culver, Shaun T Alfreds, Frank Stearns, Karl G Sylvester, Eric Widen, Xuefeng Bruce Ling
JMIR Med Inform 2016 (Nov 11); 4(4):e37Download Citation: END BibTex RIS
![Natural Language Processing–Enabled and Conventional Data Capture Methods for Input to Electronic Health Records: A Comparative Usability Study Natural Language Processing–Enabled and Conventional Data Capture Methods for Input to Electronic Health Records: A Comparative Usability Study](https://asset.jmir.pub/assets/thumbs/c9467d618fd08824caa934e0f41af47b.png 480w,https://asset.jmir.pub/assets/thumbs/c9467d618fd08824caa934e0f41af47b.png 960w,https://asset.jmir.pub/assets/thumbs/c9467d618fd08824caa934e0f41af47b.png 1920w,https://asset.jmir.pub/assets/thumbs/c9467d618fd08824caa934e0f41af47b.png 2500w)
David R. Kaufman, Barbara Sheehan, Peter Stetson, Ashish R. Bhatt, Adele I. Field, Chirag Patel, James Mark Maisel
JMIR Med Inform 2016 (Oct 28); 4(4):e35Download Citation: END BibTex RIS
![Characterizing the (Perceived) Newsworthiness of Health Science Articles: A Data-Driven Approach Characterizing the (Perceived) Newsworthiness of Health Science Articles: A Data-Driven Approach](https://asset.jmir.pub/assets/thumbs/49a6d9a6d7182a72eb09ede315fc0024.png 480w,https://asset.jmir.pub/assets/thumbs/49a6d9a6d7182a72eb09ede315fc0024.png 960w,https://asset.jmir.pub/assets/thumbs/49a6d9a6d7182a72eb09ede315fc0024.png 1920w,https://asset.jmir.pub/assets/thumbs/49a6d9a6d7182a72eb09ede315fc0024.png 2500w)
Characterizing the (Perceived) Newsworthiness of Health Science Articles: A Data-Driven Approach
Ye Zhang, Erin Willis, Michael J Paul, Noémie Elhadad, Byron C Wallace
JMIR Med Inform 2016 (Sep 22); 4(3):e27Download Citation: END BibTex RIS
![A Semi-Supervised Learning Approach to Enhance Health Care Community–Based Question Answering: A Case Study in Alcoholism A Semi-Supervised Learning Approach to Enhance Health Care Community–Based Question Answering: A Case Study in Alcoholism](https://asset.jmir.pub/assets/thumbs/493ba389016d536a60d51d37e7267b30.png 480w,https://asset.jmir.pub/assets/thumbs/493ba389016d536a60d51d37e7267b30.png 960w,https://asset.jmir.pub/assets/thumbs/493ba389016d536a60d51d37e7267b30.png 1920w,https://asset.jmir.pub/assets/thumbs/493ba389016d536a60d51d37e7267b30.png 2500w)
Papis Wongchaisuwat, Diego Klabjan, Siddhartha Reddy Jonnalagadda
JMIR Med Inform 2016 (Aug 02); 4(3):e24Download Citation: END BibTex RIS
![Applying Sparse Machine Learning Methods to Twitter: Analysis of the 2012 Change in Pap Smear Guidelines. A Sequential Mixed-Methods Study Applying Sparse Machine Learning Methods to Twitter: Analysis of the 2012 Change in Pap Smear Guidelines. A Sequential Mixed-Methods Study](https://asset.jmir.pub/assets/thumbs/7199cfbe605b4232c84789d9d6d0eb52.png 480w,https://asset.jmir.pub/assets/thumbs/7199cfbe605b4232c84789d9d6d0eb52.png 960w,https://asset.jmir.pub/assets/thumbs/7199cfbe605b4232c84789d9d6d0eb52.png 1920w,https://asset.jmir.pub/assets/thumbs/7199cfbe605b4232c84789d9d6d0eb52.png 2500w)
Courtney Rees Lyles, Andrew Godbehere, Gem Le, Laurent El Ghaoui, Urmimala Sarkar
JMIR Public Health Surveill 2016 (Jun 10); 2(1):e21Download Citation: END BibTex RIS
![Validating Machine Learning Algorithms for Twitter Data Against Established Measures of Suicidality Validating Machine Learning Algorithms for Twitter Data Against Established Measures of Suicidality](https://asset.jmir.pub/assets/thumbs/63f993325c834e76a674a836e9c29066.png 480w,https://asset.jmir.pub/assets/thumbs/63f993325c834e76a674a836e9c29066.png 960w,https://asset.jmir.pub/assets/thumbs/63f993325c834e76a674a836e9c29066.png 1920w,https://asset.jmir.pub/assets/thumbs/63f993325c834e76a674a836e9c29066.png 2500w)
Validating Machine Learning Algorithms for Twitter Data Against Established Measures of Suicidality
Scott R. Braithwaite, Christophe Giraud-Carrier, Josh West, Michael D. Barnes, Carl Lee Hanson
JMIR Ment Health 2016 (May 16); 3(2):e21Download Citation: END BibTex RIS