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Pharmacovigilance

Identifying adverse drug events and suspect drugs

Papers

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Showing 26–50 of 56 papers

TitleStatusHype
Improving Adverse Drug Event Extraction with SpanBERT on Different Text TypologiesCode0
Investigating ADR mechanisms with knowledge graph mining and explainable AI—0
Overview of the Fifth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at COLING 2020—0
How Far Can We Go with Just Out-of-the-box BERT Models?—0
Identifying Personal Experience Tweets of Medication Effects Using Pre-trained RoBERTa Language Model and Its Updating—0
Retrofitting Vector Representations of Adverse Event Reporting Data to Structured Knowledge to Improve Pharmacovigilance Signal Detection—0
Detecting Adverse Drug Reactions from Twitter through Domain-Specific Preprocessing and BERT Ensembling—0
Enhancing Pharmacovigilance with Drug Reviews and Social MediaCode0
A large-scale Twitter dataset for drug safety applications mined from publicly existing resources—0
GNTeam at 2018 n2c2: Feature-augmented BiLSTM-CRF for drug-related entity recognition in hospital discharge summariesCode0
Identification of Adverse Drug Reaction Mentions in Tweets -- SMM4H Shared Task 2019—0
A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance Mining—0
Handling temporality of clinical events with application to Adverse Drug Event detection in Electronic Health Records: A scoping review—0
Did you take the pill? - Detecting Personal Intake of Medicine from Twitter—0
#phramacovigilance - Exploring Deep Learning Techniques for Identifying Mentions of Medication Intake from Twitter—0
Automated Detection of Adverse Drug Reactions in the Biomedical Literature Using Convolutional Neural Networks and Biomedical Word Embeddings—0
InfyNLP at SMM4H Task 2: Stacked Ensemble of Shallow Convolutional Neural Networks for Identifying Personal Medication Intake from Twitter—0
Multi-Task Pharmacovigilance Mining from Social Media Posts—0
Drug–drug interaction extraction via hierarchical RNNs on sequence and shortest dependency paths—0
Semi-Supervised Recurrent Neural Network for Adverse Drug Reaction Mention Extraction—0
Interpreting Classifiers through Attribute Interactions in Datasets—0
From narrative descriptions to MedDRA: automagically encoding adverse drug reactions—0
Data, tools and resources for mining social media drug chatter—0
Analysis of Twitter Data for Postmarketing Surveillance in Pharmacovigilance—0
Mining the Web for Pharmacovigilance: the Case Study of Duloxetine and Venlafaxine—0
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