Publications and Presentations
From HealthNLP-Deepphe
The following are publications and presentations crediting the Cancer Deep Phenotype Extraction (DeepPhe) project:
- Chen Lin, Timothy Miller, Dmitriy Dligach, Steven Bethard and Guergana Savova. 2016. Improving Temporal Relation Extraction with Training Instance Augmentation. Proceedings of the 15th Workshop on Biomedical Natural Language Processing, Association for Computational Linguistics, Berlin, Germany. http://aclweb.org/anthology/W/W16/W16-2914.pdf
- Hochheiser H; Jacobson R; Washington N; Denny J; Savova G. 2015. Natural language processing for phenotype extraction: challenges and representation. AMIA Annual Symposium. Nov 2015, San Francisco, CA.
- Dmitriy Dligach, Timothy Miller, Guergana K. Savova. 2015. Semi-supervised Learning for Phenotyping Tasks. AMIA Annual Symposium. Nov 2015, San Francisco, CA.
- Chen, Lin; Dligach, Dmitriy; Miller, Timothy; Bethard, Steven; Savova, Guergana. 2015. Layered temporal modeling for the clinical domain. Journal of the American Medical Informatics Association. http://jamia.oxfordjournals.org/content/early/2015/10/31/jamia.ocv113
