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A Topological Data Analysis Approach on Predicting Phenotypes from Gene Expression Data

The goal of this study was to investigate if gene expression measured from RNA sequencing contains enough signal to separate healthy and afflicted individuals in the context of phenotype prediction. We observed that standard machine learning methods alone performed somewhat poorly on the disease phe...

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Detalles Bibliográficos
Autores principales: Mandal, Sayan, Guzmán-Sáenz, Aldo, Haiminen, Niina, Basu, Saugata, Parida, Laxmi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7197058/
http://dx.doi.org/10.1007/978-3-030-42266-0_14