GSSTDA: Progression Analysis of Disease with Survival using Topological Data Analysis

Mapper-based survival analysis with transcriptomics data is designed to carry out. Mapper-based survival analysis is a modification of Progression Analysis of Disease (PAD) where survival data is taken into account in the filtering function. More details in: J. Fores-Martos, B. Suay-Garcia, R. Bosch-Romeu, M.C. Sanfeliu-Alonso, A. Falco, J. Climent, "Progression Analysis of Disease with Survival (PAD-S) by SurvMap identifies different prognostic subgroups of breast cancer in a large combined set of transcriptomics and methylation studies" <doi:10.1101/2022.09.08.507080>.

Package details

AuthorMiriam Esteve [aut, cre] (<https://orcid.org/0000-0002-5908-0581>), Raquel Bosch [aut], Jaume Forés [aut] (<https://orcid.org/0000-0002-9025-4877>), Joan Climent [aut], Antonio Falco [aut]
MaintainerMiriam Esteve <miriam.estevecampello@uchceu.es>
LicenseGPL-3
Version1.0.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("GSSTDA")

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GSSTDA documentation built on June 22, 2024, 10:44 a.m.