DREAM: Drug-drug interaction extraction with enhanced dependency graph and attention mechanism

Prediction and Interpretation of Cancer Survival Using Graph Convolution Neural Networks

(2021) Ricardo Ramirez et al.   METHODS

Predicting drug-drug interactions using multi-modal deep auto-encoders based network embedding and positive-unlabeled learning

(2020) Yang Zhang et al.   METHODS

A Comprehensive Survey on Graph Neural Networks

(2020) Zonghan Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Distant Supervision Relation Extraction via adaptive dependency-path and additional knowledge graph supervision

(2020) Yong Shi et al.   NEURAL NETWORKS

Drug-Drug Interaction Extraction via Recurrent Hybrid Convolutional Neural Networks with an Improved Focal Loss

(2019) Xia Sun et al.   Entropy

Deep learning for drug–drug interaction extraction from the literature: a review

(2019) Tianlin Zhang et al.   BRIEFINGS IN BIOINFORMATICS

Position-aware deep multi-task learning for drug–drug interaction extraction

(2018) Deyu Zhou et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Leveraging Biomedical Resources in Bi-LSTM for Drug-Drug Interaction Extraction

(2018) Bo Xu et al.   IEEE Access

Drug-drug interaction extraction from biomedical texts using long short-term memory network

(2018) Sunil Kumar Sahu et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Drug-Drug Interaction Extraction via Convolutional Neural Networks

(2016) Shengyu Liu et al.   Computational and Mathematical Methods in Medicine

Multichannel Convolutional Neural Network for Biological Relation Extraction

(2016) Chanqin Quan et al.   Biomed Research International

Extracting drug–drug interactions from literature using a rich feature-based linear kernel approach

(2015) Sun Kim et al.   JOURNAL OF BIOMEDICAL INFORMATICS