Author

A. Palaniappan

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Biology Disciplines

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Bioengineering· 1 Cancer Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

A. Sarathi· 1 shared N. AnanthaSubramanian· 1 shared

Activity by Year

2018-2021 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 0 mutual co-author links

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1 shared paperCancer Biology

A. Sarathi

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2 papers

Recent·Most cited

NanoTox: Development of a parsimonious in silico model for toxicity assessment of metal-oxide nanoparticles using physicochemical features

N. AnanthaSubramanian, A. Palaniappan

This paper develops NanoTox, a machine learning model predicting metal-oxide nanoparticle toxicity using physicochemical features, achieving >96% balanced accuracy.

bioRxiv · Feb 22, 2021Bioengineering

Novel significant stage-specific differentially expressed genes in liver hepatocellular carcinoma

A. Sarathi, A. Palaniappan

This study identifies stage-specific differentially expressed genes in liver hepatocellular carcinoma using RNA-Seq data and a computational framework for stage analysis.

bioRxiv · Jun 8, 2018Cancer Biology