/tools/Drug-Drug-Interaction-Prediction

Drug-Drug-Interaction-Prediction

rezacsedu/Drug-Drug-Interaction-Prediction

98 stars29 forksJupyter NotebookAdded February 4, 2026
summary

This repository implements a method for predicting drug-drug interactions by utilizing knowledge graph embeddings and a convolutional-LSTM network. It extracts features from various drug databases and trains models to predict potential interactions, making it a valuable tool in the field of drug discovery.

description

Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network

topics

deep-learningbioinformaticsknowledge-graphmachine-learningdrug-discoveryconvolutional-neural-networklstm-neural-networks

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