Author

Prashanth Athri

Amrita Vishwa VidyapeethamORCID 0000-0002-5731-0291Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 2 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Approach:machine learning (classical)· 1 Research Focus:perturbation response prediction· 1 Assay:protein structure· 1 Approach:statistical model· 1

Frequent Co-Authors

Susmitha ShankariD· 2 shared Bhaskaram V. Varanasi· 1 shared David T. OkouiD· 1 shared Gowri SrinivasaiD· 1 shared Ishita Bhandari· 1 shared Santhosh Tangadu· 1 shared

Activity by Year

2019-2020 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 9 mutual co-author links

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2 shared papersBioinformatics

Susmitha ShankarORCID

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2 papers

Recent·Most cited

BioinformaticsChemical Biology & Drug DesignPeer-reviewedOct 2, 2020

Predicting Adverse Drug Reactions of Two-drug Combinations using Structural and Transcriptomic Drug Representations to Train a Artificial Neural Network

Susmitha Shankar, Ishita Bhandari, David T. Okou…·Prashanth Athri

This study predicts adverse drug reactions from two-drug combinations using structural and transcriptomic data in an artificial neural network, achieving 82% average accuracy.

27 citations

bulk RNA-seqmachine learning (classical)

𝕏 PostBluesky

BioinformaticsbioRxivPreprintOct 19, 2019

PROTEINATOR: Web-UI exploring repurposing hypotheses of PROTEIN InhibiTORs based on protein interactions

Santhosh Tangadu, Susmitha Shankar, Bhaskaram V. Varanasi, Prashanth Athri

PROTEINATOR identifies indirect drug interactions for proteins by integrating databases to find potential modulators through protein-protein interactions.

DOI 10.1101/667329

protein structurestatistical model

𝕏 PostBluesky