Natural Language Processing

Finding Important Terms for Patients in Their Electronic Health Records: A Learning-to-Rank Approach Using Expert Annotations

Jinying Chen, Jiaping Zheng, Hong Yu

JMIR Med Inform 2016 (Nov 30); 4(4):e40

Download Citation: END BibTex RIS

Consumers’ Use of UMLS Concepts on Social Media: Diabetes-Related Textual Data Analysis in Blog and Social Q&A Sites

Min Sook Park, Zhe He, Zhiwei Chen, Sanghee Oh, Jiang Bian

JMIR Med Inform 2016 (Nov 24); 4(4):e41

Download 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

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):e166

Download Citation: END BibTex RIS

Online Concerns of Parents Suspecting Autism Spectrum Disorder in Their Child: Content Analysis of Signs and Automated Prediction of Risk

Ayelet Ben-Sasson, Elad Yom-Tov

J Med Internet Res 2016 (Nov 22); 18(11):e300

Download 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

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):e37

Download Citation: END BibTex RIS

Natural Language Processing–Enabled and Conventional Data Capture Methods for Input to Electronic Health Records: A Comparative Usability Study

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):e35

Download Citation: END BibTex RIS

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):e27

Download Citation: END BibTex RIS

A Semi-Supervised Learning Approach to Enhance Health Care Community–Based Question Answering: A Case Study in Alcoholism

Papis Wongchaisuwat, Diego Klabjan, Siddhartha Reddy Jonnalagadda

JMIR Med Inform 2016 (Aug 02); 4(3):e24

Download 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

Courtney Rees Lyles, Andrew Godbehere, Gem Le, Laurent El Ghaoui, Urmimala Sarkar

JMIR Public Health Surveill 2016 (Jun 10); 2(1):e21

Download Citation: END BibTex RIS

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):e21

Download Citation: END BibTex RIS