Author

Athena Tanada

Stanford Medicine

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 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Alan Lee ChangiD· 1 shared Amy S. TsaiiD· 1 shared Anthony CulosiD· 1 shared Brice L GaudilliereiD· 1 shared David K. StevensoniD· 1 shared David R. McIlwainiD· 1 shared Dyani Kalea GaudilliereiD· 1 shared Edward A. GanioiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Alan Lee ChangORCID

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1 paper

Recent·Most cited

Integration of Mechanistic Immunological Knowledge into a Machine Learning Pipeline Increases Predictive Power

Anthony Culos, Amy S. Tsai, Natalie Stanley, Martin Becker, Mohammad Sajjad Ghaemi, David R. McIlwain, Ramin Fallahzadeh, Athena Tanada, Huda Nassar, Edward A. Ganio, Laura S. Peterson, Xiaoyuan Han, Ina Annelies Stelzer, Kazuo Ando, Dyani Kalea Gaudilliere, , Nima Aghaeepour

The paper introduces a machine learning method that integrates immunological knowledge to improve predictive power from mass cytometry data.

bioRxiv · Feb 26, 2020 · PreprintBioinformatics