Susmitha Wunnava

Latest

• 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
• 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
• 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