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rotate + deep graph infomax with a graphsage encoder  (InfoMax Inc)

 
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    InfoMax Inc rotate + deep graph infomax with a graphsage encoder
    Rotate + Deep Graph Infomax With A Graphsage Encoder, supplied by InfoMax Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/rotate+++deep+graph+infomax+with+a+graphsage+encoder/rotate+++deep+graph+infomax+with+a+graphsage+encoder/10__26502_slash_acbr__50170342-392-63-68
    Average 90 stars, based on 1 article reviews
    rotate + deep graph infomax with a graphsage encoder - by Bioz Stars, 2026-10
    90/100 stars

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    Article Title: Unsupervised Co-Optimization of A Graph Neural Network and A Knowledge Graph Embedding Model to Prioritize Causal Genes for Alzheimer’s Disease
    Article Snippet: Explaining the gene rankings generated by our algorithm In order to examine the most relevant features of the experimental data that are responsible for the implication of a given gene as being causal to AD and thereby getting ranked at the top of the prioritized geneset by our co-optimized model; some of the top ranked silver standard genes by our best performing co-optimized algorithm (RotatE + Deep Graph Infomax with a GraphSAGE encoder) have been considered below: 1.

    Article Title: Unsupervised co-optimization of a graph neural network and a knowledge graph embedding model to prioritize causal genes for Alzheimer’s Disease
    Article Snippet: In order to examine the most relevant features of the experimental data that are responsible for the implication of a given gene as being causal to AD and thereby getting ranked at the top of the prioritized geneset by our co-optimized model; some of the top ranked silver standard genes by our best performing co-optimized algorithm (RotatE + Deep Graph Infomax with a GraphSAGE encoder) have been considered below: PDGFRB (Platelet derived growth factor receptor beta) CYBB (Cytochrome b-245 beta chain) KIF5A (Kinesin Family Member 5A) VDR (Vitamin D Receptor) ARAF (A-Raf proto-oncogene) APOE (Apolipoprotein E) As shown in , we utilize saliency maps to visualize the node feature importance, integrated node importance and link importance in a given gene’s ego-net.



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    90
    InfoMax Inc rotate + deep graph infomax with a graphsage encoder
    Rotate + Deep Graph Infomax With A Graphsage Encoder, supplied by InfoMax Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/rotate+++deep+graph+infomax+with+a+graphsage+encoder/rotate+++deep+graph+infomax+with+a+graphsage+encoder/10__26502_slash_acbr__50170342-392-63-68
    Average 90 stars, based on 1 article reviews
    rotate + deep graph infomax with a graphsage encoder - by Bioz Stars, 2026-10
    90/100 stars
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