Author

C. Guccione

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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Cancer Biology· 1 Evolutionary Biology· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

A. G. Walling· 1 shared A. Knyshov· 1 shared C. Tindle· 1 shared D. Sahoo· 1 shared D. T. Vo· 1 shared G. S. Mazzini· 1 shared K. Curtius· 1 shared L. Alexandrov· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperEvolutionary Biology

A. G. Walling

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2 papers

Recent·Most cited

Predicting locus phylogenetic utility using machine learning

A. Knyshov, A. G. Walling, C. Guccione, R. Schwartz

This study uses machine learning to predict locus phylogenetic utility, improving topological accuracy and statistical support by filtering out noisy loci from phylogenomic datasets.

bioRxiv · May 6, 2024 · PreprintEvolutionary Biology

AI-assisted Discovery of an Ethnicity-influenced Driver of Cell Transformation in Esophageal and Gastroesophageal Junction Adenocarcinomas

P. Ghosh, V. J. Campos, D. T. Vo, C. Guccione, V. Goheen-Holland, C. Tindle, G. S. Mazzini, Y. He, L. Alexandrov, S. M. Lippman, R. Gurski, S. Das, K. Curtius, R. Yadlapati, D. Sahoo

The paper uses AI to identify a racially influenced immune driver of esophageal and gastroesophageal junction adenocarcinomas, showing its absence in African Americans and association with neutrophil processes and genetic variants.

bioRxiv · Jan 30, 2022Cancer Biology