Articles published in 2018 in this theme: 27 (scroll down to load remaining articles)
2018
![Exploring the Utility of Community-Generated Social Media Content for Detecting Depression: An Analytical Study on Instagram Exploring the Utility of Community-Generated Social Media Content for Detecting Depression: An Analytical Study on Instagram](https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/1719dead16ebae60589807b93cf2101d.png 480w,https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/1719dead16ebae60589807b93cf2101d.png 960w,https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/1719dead16ebae60589807b93cf2101d.png 1920w,https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/1719dead16ebae60589807b93cf2101d.png 2500w)
Benjamin J Ricard, Lisa A Marsch, Benjamin Crosier, Saeed Hassanpour
J Med Internet Res 2018 (Dec 06); 20(12):e11817Download Citation: END BibTex RIS
![Novel Approach to Cluster Patient-Generated Data Into Actionable Topics: Case Study of a Web-Based Breast Cancer Forum Novel Approach to Cluster Patient-Generated Data Into Actionable Topics: Case Study of a Web-Based Breast Cancer Forum](https://asset.jmir.pub/assets/thumbs/ad300db9ad9c347979c1d1c4eef801d8.png 480w,https://asset.jmir.pub/assets/thumbs/ad300db9ad9c347979c1d1c4eef801d8.png 960w,https://asset.jmir.pub/assets/thumbs/ad300db9ad9c347979c1d1c4eef801d8.png 1920w,https://asset.jmir.pub/assets/thumbs/ad300db9ad9c347979c1d1c4eef801d8.png 2500w)
Josette Jones, Meeta Pradhan, Masoud Hosseini, Anand Kulanthaivel, Mahmood Hosseini
JMIR Med Inform 2018 (Nov 29); 6(4):e45Download Citation: END BibTex RIS
![Automatic Classification of Online Doctor Reviews: Evaluation of Text Classifier Algorithms Automatic Classification of Online Doctor Reviews: Evaluation of Text Classifier Algorithms](https://asset.jmir.pub/assets/thumbs/4497ff8474f6925392d993d86f60977d.png 480w,https://asset.jmir.pub/assets/thumbs/4497ff8474f6925392d993d86f60977d.png 960w,https://asset.jmir.pub/assets/thumbs/4497ff8474f6925392d993d86f60977d.png 1920w,https://asset.jmir.pub/assets/thumbs/4497ff8474f6925392d993d86f60977d.png 2500w)
Automatic Classification of Online Doctor Reviews: Evaluation of Text Classifier Algorithms
Ryan Rivas, Niloofar Montazeri, Nhat XT Le, Vagelis Hristidis
J Med Internet Res 2018 (Nov 12); 20(11):e11141Download Citation: END BibTex RIS
![Automated Extraction of Diagnostic Criteria From Electronic Health Records for Autism Spectrum Disorders: Development, Evaluation, and Application Automated Extraction of Diagnostic Criteria From Electronic Health Records for Autism Spectrum Disorders: Development, Evaluation, and Application](https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/b8a51f81aa8fbdd0637a8c5df0826b5d.png 480w,https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/b8a51f81aa8fbdd0637a8c5df0826b5d.png 960w,https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/b8a51f81aa8fbdd0637a8c5df0826b5d.png 1920w,https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/b8a51f81aa8fbdd0637a8c5df0826b5d.png 2500w)
Gondy Leroy, Yang Gu, Sydney Pettygrove, Maureen K Galindo, Ananyaa Arora, Margaret Kurzius-Spencer
J Med Internet Res 2018 (Nov 07); 20(11):e10497Download Citation: END BibTex RIS
![Text Mining Mental Health Reports for Issues Impacting Today’s College Students: Qualitative Study Text Mining Mental Health Reports for Issues Impacting Today’s College Students: Qualitative Study](https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/550adcbdcdc238d9f8923ea336086c8e.png 480w,https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/550adcbdcdc238d9f8923ea336086c8e.png 960w,https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/550adcbdcdc238d9f8923ea336086c8e.png 1920w,https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/550adcbdcdc238d9f8923ea336086c8e.png 2500w)
Text Mining Mental Health Reports for Issues Impacting Today’s College Students: Qualitative Study
Fay Cobb Payton, Lynette Kvasny Yarger, Anthony Thomas Pinter
JMIR Ment Health 2018 (Oct 23); 5(4):e10032Download Citation: END BibTex RIS
![Identifying the Underlying Factors Associated With Patients’ Attitudes Toward Antidepressants: Qualitative and Quantitative Analysis of Patient Drug Reviews Identifying the Underlying Factors Associated With Patients’ Attitudes Toward Antidepressants: Qualitative and Quantitative Analysis of Patient Drug Reviews](https://asset.jmir.pub/assets/thumbs/e4fb60570ae022774e79c6e7dc243d40.png 480w,https://asset.jmir.pub/assets/thumbs/e4fb60570ae022774e79c6e7dc243d40.png 960w,https://asset.jmir.pub/assets/thumbs/e4fb60570ae022774e79c6e7dc243d40.png 1920w,https://asset.jmir.pub/assets/thumbs/e4fb60570ae022774e79c6e7dc243d40.png 2500w)
Maryam Zolnoori, Kin Wah Fung, Paul Fontelo, Hadi Kharrazi, Anthony Faiola, Yi Shuan Shirley Wu, Virginia Stoffel, Timothy Patrick
JMIR Ment Health 2018 (Oct 04); 5(4):e10726Download Citation: END BibTex RIS
![Extraction and Standardization of Patient Complaints from Electronic Medication Histories for Pharmacovigilance: Natural Language Processing Analysis in Japanese Extraction and Standardization of Patient Complaints from Electronic Medication Histories for Pharmacovigilance: Natural Language Processing Analysis in Japanese](https://asset.jmir.pub/assets/thumbs/e0e5c9d8ba5b276a155a374a74d1ad7c.png 480w,https://asset.jmir.pub/assets/thumbs/e0e5c9d8ba5b276a155a374a74d1ad7c.png 960w,https://asset.jmir.pub/assets/thumbs/e0e5c9d8ba5b276a155a374a74d1ad7c.png 1920w,https://asset.jmir.pub/assets/thumbs/e0e5c9d8ba5b276a155a374a74d1ad7c.png 2500w)
Misa Usui, Eiji Aramaki, Tomohide Iwao, Shoko Wakamiya, Tohru Sakamoto, Mayumi Mochizuki
JMIR Med Inform 2018 (Sep 27); 6(3):e11021Download Citation: END BibTex RIS
![Automatic Extraction of Mental Health Disorders From Domestic Violence Police Narratives: Text Mining Study Automatic Extraction of Mental Health Disorders From Domestic Violence Police Narratives: Text Mining Study](https://asset.jmir.pub/assets/thumbs/0b507a07c35f0e6a85bf2976e52883af.png 480w,https://asset.jmir.pub/assets/thumbs/0b507a07c35f0e6a85bf2976e52883af.png 960w,https://asset.jmir.pub/assets/thumbs/0b507a07c35f0e6a85bf2976e52883af.png 1920w,https://asset.jmir.pub/assets/thumbs/0b507a07c35f0e6a85bf2976e52883af.png 2500w)
George Karystianis, Armita Adily, Peter Schofield, Lee Knight, Clara Galdon, David Greenberg, Louisa Jorm, Goran Nenadic, Tony Butler
J Med Internet Res 2018 (Sep 13); 20(9):e11548Download Citation: END BibTex RIS
![Patient and Consumer Safety Risks When Using Conversational Assistants for Medical Information: An Observational Study of Siri, Alexa, and Google Assistant Patient and Consumer Safety Risks When Using Conversational Assistants for Medical Information: An Observational Study of Siri, Alexa, and Google Assistant](https://asset.jmir.pub/assets/thumbs/22781f41a4b5f339059183525bc5fce1.png 480w,https://asset.jmir.pub/assets/thumbs/22781f41a4b5f339059183525bc5fce1.png 960w,https://asset.jmir.pub/assets/thumbs/22781f41a4b5f339059183525bc5fce1.png 1920w,https://asset.jmir.pub/assets/thumbs/22781f41a4b5f339059183525bc5fce1.png 2500w)
Timothy W. Bickmore, Ha Trinh, Stefan Olafsson, Teresa K O'Leary, Reza Asadi, Nathaniel M Rickles, Ricardo Cruz
J Med Internet Res 2018 (Sep 04); 20(9):e11510Download Citation: END BibTex RIS
![Improving Consumer Understanding of Medical Text: Development and Validation of a New SubSimplify Algorithm to Automatically Generate Term Explanations in English and Spanish Improving Consumer Understanding of Medical Text: Development and Validation of a New SubSimplify Algorithm to Automatically Generate Term Explanations in English and Spanish](https://asset.jmir.pub/assets/thumbs/aa38ad92572c3361e2a53a3d26a7a6a8.png 480w,https://asset.jmir.pub/assets/thumbs/aa38ad92572c3361e2a53a3d26a7a6a8.png 960w,https://asset.jmir.pub/assets/thumbs/aa38ad92572c3361e2a53a3d26a7a6a8.png 1920w,https://asset.jmir.pub/assets/thumbs/aa38ad92572c3361e2a53a3d26a7a6a8.png 2500w)
Nicholas Kloehn, Gondy Leroy, David Kauchak, Yang Gu, Sonia Colina, Nicole P Yuan, Debra Revere
J Med Internet Res 2018 (Aug 02); 20(8):e10779Download Citation: END BibTex RIS
![Scholarly Influence of the Conference and Labs of the Evaluation Forum eHealth Initiative: Review and Bibliometric Study of the 2012 to 2017 Outcomes Scholarly Influence of the Conference and Labs of the Evaluation Forum eHealth Initiative: Review and Bibliometric Study of the 2012 to 2017 Outcomes](https://asset.jmir.pub/assets/thumbs/cfe2db6087c71b8ccbf235d181e5bb6a.png 480w,https://asset.jmir.pub/assets/thumbs/cfe2db6087c71b8ccbf235d181e5bb6a.png 960w,https://asset.jmir.pub/assets/thumbs/cfe2db6087c71b8ccbf235d181e5bb6a.png 1920w,https://asset.jmir.pub/assets/thumbs/cfe2db6087c71b8ccbf235d181e5bb6a.png 2500w)
Hanna Suominen, Liadh Kelly, Lorraine Goeuriot
JMIR Res Protoc 2018 (Jul 27); 7(7):e10961Download Citation: END BibTex RIS
![Public Perception Analysis of Tweets During the 2015 Measles Outbreak: Comparative Study Using Convolutional Neural Network Models Public Perception Analysis of Tweets During the 2015 Measles Outbreak: Comparative Study Using Convolutional Neural Network Models](https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/9e59c8156cda79205dd859548385f30f.png 480w,https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/9e59c8156cda79205dd859548385f30f.png 960w,https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/9e59c8156cda79205dd859548385f30f.png 1920w,https://s3.ca-central-1.amazonaws.com/assets.jmir.org/assets/9e59c8156cda79205dd859548385f30f.png 2500w)
Jingcheng Du, Lu Tang, Yang Xiang, Degui Zhi, Jun Xu, Hsing-Yi Song, Cui Tao
J Med Internet Res 2018 (Jul 09); 20(7):e236Download Citation: END BibTex RIS
![Augmenting Qualitative Text Analysis with Natural Language Processing: Methodological Study Augmenting Qualitative Text Analysis with Natural Language Processing: Methodological Study](https://asset.jmir.pub/assets/thumbs/182a6c44101b53a045a4dd5babd2a2fc.png 480w,https://asset.jmir.pub/assets/thumbs/182a6c44101b53a045a4dd5babd2a2fc.png 960w,https://asset.jmir.pub/assets/thumbs/182a6c44101b53a045a4dd5babd2a2fc.png 1920w,https://asset.jmir.pub/assets/thumbs/182a6c44101b53a045a4dd5babd2a2fc.png 2500w)
Augmenting Qualitative Text Analysis with Natural Language Processing: Methodological Study
Timothy C Guetterman, Tammy Chang, Melissa DeJonckheere, Tanmay Basu, Elizabeth Scruggs, V G Vinod Vydiswaran
J Med Internet Res 2018 (Jun 29); 20(6):e231Download Citation: END BibTex RIS
![Applying Natural Language Processing to Understand Motivational Profiles for Maintaining Physical Activity After a Mobile App and Accelerometer-Based Intervention: The mPED Randomized Controlled Trial Applying Natural Language Processing to Understand Motivational Profiles for Maintaining Physical Activity After a Mobile App and Accelerometer-Based Intervention: The mPED Randomized Controlled Trial](https://asset.jmir.pub/assets/thumbs/d29d347f2a66ebca47b02cea3906d0c0.png 480w,https://asset.jmir.pub/assets/thumbs/d29d347f2a66ebca47b02cea3906d0c0.png 960w,https://asset.jmir.pub/assets/thumbs/d29d347f2a66ebca47b02cea3906d0c0.png 1920w,https://asset.jmir.pub/assets/thumbs/d29d347f2a66ebca47b02cea3906d0c0.png 2500w)
Yoshimi Fukuoka, Teri G Lindgren, Yonatan Dov Mintz, Julie Hooper, Anil Aswani
JMIR Mhealth Uhealth 2018 (Jun 20); 6(6):e10042Download Citation: END BibTex RIS
![Validation of a Natural Language Processing Algorithm for Detecting Infectious Disease Symptoms in Primary Care Electronic Medical Records in Singapore Validation of a Natural Language Processing Algorithm for Detecting Infectious Disease Symptoms in Primary Care Electronic Medical Records in Singapore](https://asset.jmir.pub/assets/thumbs/1dd07f50d2a1378e49ce700e4f2210b0.png 480w,https://asset.jmir.pub/assets/thumbs/1dd07f50d2a1378e49ce700e4f2210b0.png 960w,https://asset.jmir.pub/assets/thumbs/1dd07f50d2a1378e49ce700e4f2210b0.png 1920w,https://asset.jmir.pub/assets/thumbs/1dd07f50d2a1378e49ce700e4f2210b0.png 2500w)
Antony Hardjojo, Arunan Gunachandran, Long Pang, Mohammed Ridzwan Bin Abdullah, Win Wah, Joash Wen Chen Chong, Ee Hui Goh, Sok Huang Teo, Gilbert Lim, Mong Li Lee, Wynne Hsu, Vernon Lee, Mark I-Cheng Chen, Franco Wong, Jonathan Siung King Phang
JMIR Med Inform 2018 (Jun 15); 6(2):e36Download Citation: END BibTex RIS
![Detecting Recovery Problems Just in Time: Application of Automated Linguistic Analysis and Supervised Machine Learning to an Online Substance Abuse Forum Detecting Recovery Problems Just in Time: Application of Automated Linguistic Analysis and Supervised Machine Learning to an Online Substance Abuse Forum](https://asset.jmir.pub/assets/thumbs/eb7b2d90bae6511980a8a553083cd9be.png 480w,https://asset.jmir.pub/assets/thumbs/eb7b2d90bae6511980a8a553083cd9be.png 960w,https://asset.jmir.pub/assets/thumbs/eb7b2d90bae6511980a8a553083cd9be.png 1920w,https://asset.jmir.pub/assets/thumbs/eb7b2d90bae6511980a8a553083cd9be.png 2500w)
Rachel Kornfield, Prathusha K Sarma, Dhavan V Shah, Fiona McTavish, Gina Landucci, Klaren Pe-Romashko, David H Gustafson
J Med Internet Res 2018 (Jun 12); 20(6):e10136Download Citation: END BibTex RIS
![Causality Patterns for Detecting Adverse Drug Reactions From Social Media: Text Mining Approach Causality Patterns for Detecting Adverse Drug Reactions From Social Media: Text Mining Approach](https://asset.jmir.pub/assets/thumbs/89567663c8a31d2164a7c7df61bfa911.png 480w,https://asset.jmir.pub/assets/thumbs/89567663c8a31d2164a7c7df61bfa911.png 960w,https://asset.jmir.pub/assets/thumbs/89567663c8a31d2164a7c7df61bfa911.png 1920w,https://asset.jmir.pub/assets/thumbs/89567663c8a31d2164a7c7df61bfa911.png 2500w)
Causality Patterns for Detecting Adverse Drug Reactions From Social Media: Text Mining Approach
Danushka Bollegala, Simon Maskell, Richard Sloane, Joanna Hajne, Munir Pirmohamed
JMIR Public Health Surveill 2018 (May 09); 4(2):e51Download Citation: END BibTex RIS
![Phenotype Instance Verification and Evaluation Tool (PIVET): A Scaled Phenotype Evidence Generation Framework Using Web-Based Medical Literature Phenotype Instance Verification and Evaluation Tool (PIVET): A Scaled Phenotype Evidence Generation Framework Using Web-Based Medical Literature](https://asset.jmir.pub/assets/thumbs/073b14b3a8544aee9123ef7d100a41c9.png 480w,https://asset.jmir.pub/assets/thumbs/073b14b3a8544aee9123ef7d100a41c9.png 960w,https://asset.jmir.pub/assets/thumbs/073b14b3a8544aee9123ef7d100a41c9.png 1920w,https://asset.jmir.pub/assets/thumbs/073b14b3a8544aee9123ef7d100a41c9.png 2500w)
Jette Henderson, Junyuan Ke, Joyce C Ho, Joydeep Ghosh, Byron C Wallace
J Med Internet Res 2018 (May 04); 20(5):e164Download Citation: END BibTex RIS