Author

Denise R. Aberle

University of California, Los AngelesORCID 0000-0002-8858-3401Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1

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Nova F. SmedleyiD· 1 shared William W.Y. HsuiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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2 top collaborators · 1 mutual co-author link

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1 shared paperBioinformatics

Nova F. SmedleyORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintJul 22, 2020

Identifying transcription patterns of histology and radiomics features in NSCLC with neural networks

Nova F. Smedley, Denise R. Aberle, William W.Y. Hsu

This paper uses neural networks to map gene expressions to radiomic features and histology in NSCLC, finding that they outperform other classifiers and identify predictive gene associations.

1 citation

humanbulk RNA-seq

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