Author

Keshav Aditya R. Premkumar

Stony Brook University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Organism:E. coli· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Ashok PalaniappaniD· 2 shared Ramit Bharanikumar· 2 shared

Activity by Year

2018-2020 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

2 shared papersBioinformatics

Ashok PalaniappanORCID

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsFrontiers in Bioengineering and BiotechnologyPeer-reviewedJul 14, 2020

Riboflow: using deep learning to classify riboswitches with ~99% accuracy

Keshav Aditya R. Premkumar, Ramit Bharanikumar, Ashok Palaniappan

The paper introduces a deep learning model called Riboflow that classifies riboswitches with over 99% accuracy using CNN and LSTM architectures.

16 citations

deep learningstatistical model

𝕏 PostBluesky

BioinformaticsPeerJPeer-reviewedNov 7, 2018

PromoterPredict: sequence-based modelling of Escherichia coli σ70 promoter strength yields logarithmic dependence between promoter strength and sequence

Ramit Bharanikumar, Keshav Aditya R. Premkumar, Ashok Palaniappan

PromoterPredict models Escherichia coli σ70 promoter strength using sequence data, finding a logarithmic relationship between sequence features and promoter strength.

30 citations

E. coliDNA methylation

𝕏 PostBluesky