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Healthcare & Medicine

4,225 papers (0 classified directly here)

Subtopics

Clinical (3,441) Research (997)

Papers per year

35
26
344
883
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Papers (including subtopics)

Learning to Infer Entities, Properties and their Relations from Clinical Conversations EMNLP 2019
Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph EMNLP 2019
Entity, Relation, and Event Extraction with Contextualized Span Representations EMNLP 2019
WIQA: A dataset for “What if...” reasoning over procedural text EMNLP 2019
Using Clinical Notes with Time Series Data for ICU Management EMNLP 2019
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation EMNLP 2019
PharmaCoNER: Pharmacological Substances, Compounds and proteins Named Entity Recognition track EMNLP 2019
When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish EMNLP 2019
VSP at PharmaCoNER 2019: Recognition of Pharmacological Substances, Compounds and Proteins with Recurrent Neural Networks in Spanish Clinical Cases EMNLP 2019
IxaMed at PharmacoNER Challenge 2019 EMNLP 2019
A Deep Learning-Based System for PharmaCoNER EMNLP 2019
Deep neural model with enhanced embeddings for pharmaceutical and chemical entities recognition in Spanish clinical text EMNLP 2019
DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature EMNLP 2019
Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture EMNLP 2019
YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction EMNLP 2019
Using Snomed to recognize and index chemical and drug mentions. EMNLP 2019
Bacteria Biotope at BioNLP Open Shared Tasks 2019 EMNLP 2019
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 EMNLP 2019
BOUN-ISIK Participation: An Unsupervised Approach for the Named Entity Normalization and Relation Extraction of Bacteria Biotopes EMNLP 2019
Integration of Deep Learning and Traditional Machine Learning for Knowledge Extraction from Biomedical Literature EMNLP 2019
UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition EMNLP 2019
Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering EMNLP 2019
Neural Dependency Parsing of Biomedical Text: TurkuNLP entry in the CRAFT Structural Annotation Task EMNLP 2019
RDoC Task at BioNLP-OST 2019 EMNLP 2019
Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine EMNLP 2019