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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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Detalhes bibliográficos
Publicado no:Algorithms for Computational Biology
Main Authors: Mandal, Sayan, Guzmán-Sáenz, Aldo, Haiminen, Niina, Basu, Saugata, Parida, Laxmi
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7197058/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-42266-0_14
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