Abstract is missing.
- A Machine Learning Approach to Clinical Terms NormalizationJosé Castaño, Maria Laura Gambarte, Hee Joon Park, Maria del Pilar Avila Williams, David Pérez-Rey, Fernando Campos, Daniel R. Luna, Sonia E. Benitez, Hernán Berinsky, Sofía Zanetti. 1-11 [doi]
- Improved Semantic Representation for Domain-Specific EntitiesMohammad Taher Pilehvar, Nigel Collier. 12-16 [doi]
- Identification, characterization, and grounding of gradable terms in clinical textChaitanya Shivade, Marie-Catherine de Marneffe, Eric Fosler-Lussier, Albert M. Lai. 17-26 [doi]
- Graph-based Semi-supervised Gene Mention TaggingGolnar Sheikhshab, Elizabeth Starks, Aly Karsan, Anoop Sarkar, Inanç Birol. 27-35 [doi]
- Feature Derivation for Exploitation of Distant Annotation via Pattern Induction against Dependency ParsesDayne Freitag, John Niekrasz. 36-45 [doi]
- Inferring Implicit Causal Relationships in Biomedical LiteratureHalil Kilicoglu. 46-55 [doi]
- SnapToGrid: From Statistical to Interpretable Models for Biomedical Information ExtractionMarco Antonio Valenzuela-Escárcega, Gus Hahn-Powell, Dane Bell, Mihai Surdeanu. 56-65 [doi]
- Character based String Kernels for Bio-Entity Relation DetectionRitambhara Singh, Yanjun Qi. 66-71 [doi]
- Disambiguation of entities in MEDLINE abstracts by combining MeSH terms with knowledgeAmy Siu, Patrick Ernst, Gerhard Weikum. 72-76 [doi]
- Using Distributed Representations to Disambiguate Biomedical and Clinical ConceptsStéphan Tulkens, Simon Suster, Walter Daelemans. 77-82 [doi]
- Unsupervised Document Classification with Informed Topic ModelsTimothy A. Miller, Dmitriy Dligach, Guergana Savova. 83-91 [doi]
- Vocabulary Development To Support Information Extraction of Substance Abuse from Psychiatry NotesSumithra Velupillai, Danielle L. Mowery, Mike Conway, John F. Hurdle, Brent Kious. 92-101 [doi]
- Syntactic analyses and named entity recognition for PubMed and PubMed Central - up-to-the-minuteKai Hakala, Suwisa Kaewphan, Tapio Salakoski, Filip Ginter. 102-107 [doi]
- Improving Temporal Relation Extraction with Training Instance AugmentationChen Lin, Timothy A. Miller, Dmitriy Dligach, Steven Bethard, Guergana Savova. 108-113 [doi]
- Using Centroids of Word Embeddings and Word Mover's Distance for Biomedical Document Retrieval in Question AnsweringGeorgios-Ioannis Brokos, Prodromos Malakasiotis, Ion Androutsopoulos. 114-118 [doi]
- Measuring the State of the Art of Automated Pathway Curation Using Graph Algorithms - A Case Study of the mTOR PathwayMichael Spranger, Sucheendra K. Palaniappan, Samik Ghosh. 119-127 [doi]
- Construction of a Personal Experience Tweet Corpus for Health SurveillanceKeyuan Jiang, Ricardo Calix, Matrika Gupta. 128-135 [doi]
- Modelling the Combination of Generic and Target Domain Embeddings in a Convolutional Neural Network for Sentence ClassificationNut Limsopatham, Nigel Collier. 136-140 [doi]
- PubTermVariants: biomedical term variants and their use for PubMed searchLana Yeganova, Won Kim, Sun Kim, Rezarta Islamaj Dogan, Wanli Liu, Donald C. Comeau, Zhiyong Lu, W. John Wilbur. 141-145 [doi]
- This before That: Causal Precedence in the Biomedical DomainGus Hahn-Powell, Dane Bell, Marco Antonio Valenzuela-Escárcega, Mihai Surdeanu. 146-155 [doi]
- Syntactic methods for negation detection in radiology reports in SpanishViviana Cotik, Vanesa Stricker, Jorge Vivaldi, Horacio Rodríguez. 156-165 [doi]
- How to Train good Word Embeddings for Biomedical NLPBilly Chiu, Gamal K. O. Crichton, Anna Korhonen, Sampo Pyysalo. 166-174 [doi]
- An Information Foraging Approach to Determining the Number of Relevant FeaturesBrian Connolly, Benjamin Glass, John Pestian. 175-180 [doi]
- Assessing the Feasibility of an Automated Suggestion System for Communicating Critical Findings from Chest Radiology Reports to Referring PhysiciansBrian E. Chapman, Danielle L. Mowery, Evan Narasimhan, Neel Patel, Wendy W. Chapman, Marta E. Heilbrun. 181-185 [doi]
- Building a dictionary of lexical variants for phenotype descriptorsSimon Kocbek, Tudor Groza. 186-190 [doi]
- Applying deep learning on electronic health records in Swedish to predict healthcare-associated infectionsOlof Jacobson, Hercules Dalianis. 191-195 [doi]
- Identifying First Episodes of Psychosis in Psychiatric Patient Records using Machine LearningGenevieve Gorrell, Sherifat Oduola, Angus Roberts, Tom Craig, Craig Morgan, Robert Stewart. 196-205 [doi]
- Relation extraction from clinical texts using domain invariant convolutional neural networkSunil Kumar Sahu, Ashish Anand, Krishnadev Oruganty, Mahanandeeshwar Gattu. 206-215 [doi]