SMM4H@AMIA

Publications

2017

Chen-Kai Wang, Nai-Wun Chang, Emily Chia-Yu Su, Hong-Jie Dai
NTTMU System in the 2nd Social Media Mining for Health Applications Shared Task. SMM4H@AMIA (2017)
Robert Pless, Rebecca Begtrup, Lulwah Alkulaib, Samsara N. Counts, James Harnett, Justine-Louise Manning, Hong Xuan, David A. Broniatowski
Recognizing Images of Eating Disorders in Social Media. SMM4H@AMIA (2017)
Svetlana Kiritchenko, Saif M. Mohammad, Jason Morin, Berry de Bruijn
NRC-Canada at SMM4H Shared Task: Classifying Tweets Mentioning Adverse Drug Reactions and Medication Intake. SMM4H@AMIA (2017)
Maryam Zolnoori, Timothy B. Patrick, Kin Wah Fung, Paul A. Fontelo, Anthony Faiola, Yi Shuan Shirley Wu, Kelly Xu, Jiaxi Zhu, Christina E. Eldredge
Development of an Adverse Drug Reaction Corpus from Consumer Health Posts for Psychiatric Medications. SMM4H@AMIA (2017)
Sifei Han, Tung Tran, Anthony Rios, Ramakanth Kavuluru
Team UKNLP: Detecting ADRs, Classifying Medication Intake Messages, and Normalizing ADR Mentions on Twitter. SMM4H@AMIA (2017)
Fu-Chiang Tsui, Lingyun Shi, Victor Ruiz, Amie D. Barda, Ye Ye, Diyang Xue, Fan Mi, Uktars Jain
Detection of Adverse Drug Reaction from Twitter Data. SMM4H@AMIA (2017)
Arjun Magge, Matthew Scotch, Graciela Gonzalez
CSaRUS-CNN at AMIA-2017 Tasks 1, 2: Under Sampled CNN for Text Classification. SMM4H@AMIA (2017)
Barathi Ganesh H. B., R. Vinayakumar, M. Anand Kumar, K. P. Soman
NLP CEN AMRITA @ SMM4H: Health Care Text Classification through Class Embeddings. SMM4H@AMIA (2017)
Hillol Sarker, Murtaza Dhuliawala, Nicholas Fay, Amar Das
vExplorer: A Search Method to Find Relevant YouTube Videos for Health Researchers. SMM4H@AMIA (2017)
Kai Hakala, Farrokh Mehryary, Hans Moen, Suwisa Kaewphan, Tapio Salakoski, Filip Ginter
Ensemble of Convolutional Neural Networks for Medicine Intake Recognition in Twitter. SMM4H@AMIA (2017)
Maksim Belousov, William G. Dixon, Goran Nenadic
Using an Ensemble of Linear and Deep Learning Models in the SMM4H 2017 Medical Concept Normalisation Task. SMM4H@AMIA (2017)
Michael C. Smith, Mark Dredze, Sandra Crouse Quinn, David A. Broniatowski
Monitoring Real-time Spatial Public Health Discussions in the Context of Vaccine Hesitancy. SMM4H@AMIA (2017)
Yuki Lama, Dian Hu, Sandra Crouse Quinn, Amelia Jamison, David A. Broniatowski
Characterizing HPV Vaccine Discourse On Reddit. SMM4H@AMIA (2017)
Abeed Sarker, Graciela Gonzalez
Overview of the Second Social Media Mining for Health (SMM4H) Shared Tasks at AMIA 2017. SMM4H@AMIA (2017)
Ashlynn R. Daughton, Dasha Pruss, Brad Arnot, Danielle Albers Szafir, Michael J. Paul
Characteristics of Zika Behavior Discourse on Twitter. SMM4H@AMIA (2017)
Sarthak Jain, Xun Peng, Byron C. Wallace
Detecting Twitter posts with Adverse Drug Reactions using Convolutional Neural Networks. SMM4H@AMIA (2017)
Jasper Friedrichs, Debanjan Mahata, Shubham Gupta
InfyNLP at SMM4H Task 2: Stacked Ensemble of Shallow Convolutional Neural Networks for Identifying Personal Medication Intake from Twitter. SMM4H@AMIA (2017)

volume 1996, 2017

Proceedings of the 2nd Social Media Mining for Health Research and Applications Workshop co-located with the American Medical Informatics Association Annual Symposium (AMIA 2017), Washington D.C., United States, November 4, 2017. SMM4H@AMIA 1996 (2017)