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DESCRIPTION
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Package: kasumi
Title: Identification of persistent local patterns in spatial omics data
Version: 0.99.5
Authors@R:
person(given = "Jovan",
family ="Tanevski",
email = "[email protected]",
role = c("aut", "cre"),
comment = c(ORCID = "0000-0001-7177-1003"))
Description: Kasumi is a method for the identification of spatially localized
neighborhoods of intra- and intercellular relationships, persistent across
samples and conditions. Kasumi learns compressed explainable representations
of spatial omics samples while preserving relevant biological signals that are
readily deployable for data exploration and hypothesis generation, facilitating
translational tasks.
License: GPL-3
URL: https://github.com/jtanevski/kasumi/
BugReports: https://github.com/jtanevski/kasumi/issues
biocViews: Software, BiomedicalInformatics, CellBiology, SystemsBiology,
Regression, DecisionTree, SingleCell, Spatial
Depends: R (>= 4.1)
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Imports:
caret, ClusterR, DBI, dplyr, forcats, filelock, furrr, future, ggplot2,
igraph, mistyR (>= 1.99.10), pROC, proxy, purrr, rlang, R.utils, RSQLite,
stringr, tibble, tidyr, withr