Clinical NLP

Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning IJCNLP 2017 Named Entity Recognition in the Medical Domain with Constrained CRF Models EACL 2017 NTNU-1@ScienceIE at SemEval-2017 Task 10: Identifying and Labelling Keyphrases with Conditional Random Fields SemEval 2017 Predicting Counselor Behaviors in Motivational Interviewing Encounters EACL 2017 PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts IJCNLP 2017 SemEval-2017 Task 12: Clinical TempEval SemEval 2017 Sentence Segmentation in Narrative Transcripts from Neuropsychological Tests using Recurrent Convolutional Neural Networks EACL 2017 Structured Learning for Temporal Relation Extraction from Clinical Records EACL 2017 Vector space models for evaluating semantic fluency in autism ACL 2017 When a Dog is a Cat and How it Changes Your Pupil Size: Pupil Dilation in Response to Information Mismatch Interspeech 2017 XJNLP at SemEval-2017 Task 12: Clinical temporal information ex-traction with a Hybrid Model SemEval 2017 Evaluation of a Phone-Based Anomaly Detection Approach for Dysarthric Speech Interspeech 2016 A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling NeurIPS 2012 Assessing Blinding in Clinical Trials NeurIPS 2012 Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task NeurIPS 2012 Unified Extraction of Health Condition Descriptions NAACL 2012 Hierarchically Supervised Latent Dirichlet Allocation NeurIPS 2011 Learning Patient-Specific Cancer Survival Distributions as a Sequence of Dependent Regressors NeurIPS 2011 Subject independent EEG-based BCI decoding NeurIPS 2009 Probabilistic detection of short events, with application to critical care monitoring NeurIPS 2008 EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection NeurIPS 2007 Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing NeurIPS 2007