Drug Targets

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Drug Targets

metasource: bio.tools
version: extracted_at: 2022-11-04T11:29:10.117834

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Drug_Targets

metasource: bio.tools
version: extracted_at: 2022-11-04T11:29:10.117834

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Other names: Drug_Targets

A database protal for drug target predictions based knowledge graph embeddings.

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Publications

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Discovering protein drug targets using knowledge graph embeddings
PMID: 31368482

metasource: bio.tools
version: extracted_at: 2022-11-04T11:29:10.117834

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• Discovering protein drug targets using knowledge graph embeddings PubMed citations: 19.

  19 articles citing: Discovering protein drug targets using knowledge graph embeddings

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  Affinity2Vec: drug-target binding affinity prediction through representation learning, graph mining, and machine learning. PMID:35306525

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  Exploring complex and heterogeneous correlations on hypergraph for the prediction of drug-target interactions. PMID:34950907

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  Knowledge-infused Learning for Entity Prediction in Driving Scenes. PMID:34901843

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  Drug repurposing for COVID-19 using graph neural network and harmonizing multiple evidence. PMID:34848761

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  A unified drug-target interaction prediction framework based on knowledge graph and recommendation system. PMID:34811351

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  DTi2Vec: Drug-target interaction prediction using network embedding and ensemble learning. PMID:34551818

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  Mining a stroke knowledge graph from literature. PMID:34325669

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  Biomedical Text Link Prediction for Drug Discovery: A Case Study with COVID-19. PMID:34073456

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  Utilizing graph machine learning within drug discovery and development. PMID:34013350

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  Systematic Assessment of Transcriptomic Biomarkers for Immune Checkpoint Blockade Response in Cancer Immunotherapy. PMID:33915876

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  GADTI: Graph Autoencoder Approach for DTI Prediction From Heterogeneous Network. PMID:33912218

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  Application and evaluation of knowledge graph embeddings in biomedical data. PMID:33816992

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  KnetMiner: a comprehensive approach for supporting evidence-based gene discovery and complex trait analysis across species. PMID:33750020

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  Artificial Intelligence in Drug Discovery: A Comprehensive Review of Data-driven and Machine Learning Approaches. PMID:33437151

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  DTiGEMS+: drug-target interaction prediction using graph embedding, graph mining, and similarity-based techniques. PMID:33431036

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  Drug Repurposing for COVID-19 using Graph Neural Network with Genetic, Mechanistic, and Epidemiological Validation. PMID:33330858

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  Explainable Prediction of Medical Codes With Knowledge Graphs. PMID:32923430

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  Predicting Polypharmacy Side-effects Using Knowledge Graph Embeddings. PMID:32477666

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  Predicting The Effects of Chemical-Protein Interactions On Proteins Using Tensor Factorisation. PMID:32477664

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small molecules

metasource: bio.tools
version: extracted_at: 2022-11-04T11:29:10.117834

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medicinal chemistry

metasource: bio.tools
version: extracted_at: 2022-11-04T11:29:10.117834

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biotherapeutics

metasource: bio.tools
version: extracted_at: 2022-11-04T11:29:10.117834

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small molecule medicinal chemistry biotherapeutics