Author

Sudha Vijayakumar

San Jose State 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

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1

Frequent Co-Authors

Amanda N. SheltoniD· 1 shared Carlos RojasiD· 1 shared Jorjeta G. Jetcheva· 1 shared Mary Markart· 1 shared Sophia Yuan· 1 shared Stephanie Chau· 1 shared Vincent Stowbunenko· 1 shared William AndreopoulosiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Amanda N. SheltonORCID

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1 paper

Recent·Most cited

Comparison between ribosomal assembly and machine learning tools for microbial identification of organisms with different characteristics

Stephanie Chau, Carlos Rojas, Jorjeta G. Jetcheva, Mary Markart, Sudha Vijayakumar, Sophia Yuan, Vincent Stowbunenko, Amanda N. Shelton, William Andreopoulos

The paper compares metagenomic assembly tools and machine learning models for organism identification, finding that ensembling improves performance for organisms with specific characteristics.

Current Bioinformatics · Jul 29, 2024Peer-reviewedBioinformatics