Author

Jaswanth Yella

Cincinnati Children's Hospital Medical CenterORCID 0000-0002-0750-6157Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2 Genomics· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 3 Approach:graph neural network· 2 Assay:bulk RNA-seq· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Anil Goud JeggaiD· 3 shared Sudhir K. GhandikotaiD· 2 shared Harshavardhana H. EdigaiD· 1 shared Satish Kumar MadalaiD· 1 shared Tejaswini C. Cherukuri· 1 shared Yunguan WangiD· 1 shared

Activity by Year

2020-2022 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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3 shared papersBioinformatics

Anil Goud JeggaORCID

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3 papers

Recent·Most cited

BioinformaticsIEEE International Conference on Bioinformatics and Biomedicine (BIBM)Peer-reviewedDec 6, 2022

GraMDTA: Multimodal Graph Neural Networks for Predicting Drug-Target Associations

Jaswanth Yella, Sudhir K. Ghandikota, Anil Goud Jegga

GraMDTA predicts drug-target associations using multimodal graph neural networks combining structural and knowledge graph representations.

6 citations

graph neural networkmachine learning (classical)

𝕏 PostBluesky

BioinformaticsIEEE Transactions on Computational Biology and BioinformaticsPeer-reviewedMay 20, 2021

MGATRx: Discovering Drug Repositioning Candidates Using Multi-view Graph Attention

Jaswanth Yella, Anil Goud Jegga

MGATRx identifies drug repositioning candidates by integrating drug and disease annotations using a multi-view graph attention network, outperforming existing methods and showing translational potential.

25 citations

graph neural networkdrug response / drug discovery

𝕏 PostBluesky

GenomicsTherapeutic Advances in Respiratory DiseasePeer-reviewedJan 1, 2020

Pan-transcriptome-based Candidate Therapeutic Discovery for Idiopathic Pulmonary Fibrosis

Yunguan Wang, Jaswanth Yella, Sudhir K. Ghandikota…·Anil Goud Jegga

This study identifies 77 potential therapeutics for IPF by analyzing gene expression and drug-perturbagen connectivity, including FDA-approved drugs and clinical trial compounds.

14 citations

humanbulk RNA-seq

𝕏 PostBluesky