Elke A. Rundensteiner

Latest

• SumRe: Design and Evaluation of a Gist-based Summary Visualization for Incident Reports Triage
• Supervised Topic Compositional Neural Language Model for Clinical Narrative Understanding
• A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events
• Adverse Drug Event Detection from Electronic Health Records Using Hierarchical Recurrent Neural Networks with Dual-Level Embeddings
• DIVA: Towards Validation of Hypothesized Drug-Drug Interactions via Visual Analysis
• MedViz: Visual Analytics for Medication Error Detection
• Scalable Kernel Density Estimation-based Local Outlier Detection over Large Data Streams
• Bidirectional LSTM-CRF for Adverse Drug Event Tagging in Electronic Health Records
• Deep Learning Strategies for the Automatic Detection of Medication and Adverse Drug Events from Electronic Health Records
• DEVES: Interactive Signal Analytics for Drug Safety
• Drug-Drug Interaction Signal Detection from Drug Safety Reports
• MeDIAR: Multi-Drug Adverse Reactions Analytics
• Multi-layered Learning for Information Extraction from Adverse Drug Event Narratives
• One Size Does Not Fit All: An Ensemble Approach Towards Information Extraction from Adverse Drug Event Narratives
• MARAS: signaling multi-drug adverse reactions
• Towards transforming FDA adverse event narratives into actionable structured data for improved pharmacovigilance
• Interactive Temporal Association Analytics
• iPARAS: incremental construction of parameter space for online association mining