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Clinical NLP

646 directly classified papers

Papers per year

Papers

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