BioImageDbs
This is the released version of BioImageDbs; for the devel version, see BioImageDbs.
Bio- and biomedical imaging dataset for machine learning and deep learning (for ExperimentHub)
Bioconductor version: Release (3.23)
The package provides a bioimage dataset for the image analysis using machine learning and deep learning. The dataset includes microscopy imaging data with supervised labels. The data is provided as R list data that can be loaded to Keras/tensorflow in R.
Author: Satoshi Kume [aut, cre]
, Kozo Nishida [aut]
Maintainer: Satoshi Kume <satoshi.kume.1984 at gmail.com>
citation("BioImageDbs")):
Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M (2015). "Orchestrating high-throughput genomic analysis with Bioconductor." Nature Methods, 12(2), 115–121. doi:10.1038/nmeth.3252.
Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: open software development for computational biology and bioinformatics." Genome Biology, 5(10), R80. doi:10.1186/gb-2004-5-10-r80.
Installation
To install this package, start R (version "4.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("BioImageDbs")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("BioImageDbs")| Providing Bioimage Dataset for ExperimentHub | HTML | R Script |
| The BioImageBbs Datasets | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | CellCulture, ExperimentData, ExperimentHub, Tissue |
| Version | 1.20.0 |
| License | Artistic-2.0 |
| Depends | R (>= 4.1.0) |
| Imports | ExperimentHub, AnnotationHub, markdown, rmarkdown, EBImage, magick, magrittr, filesstrings, animation, einsum |
| System Requirements | |
| URL | https://kumes.github.io/BioImageDbs/ |
See More
| Suggests | knitr, BiocStyle, purrr |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | BioImageDbs_1.20.0.tar.gz |
| Windows Binary (x86_64) | |
| macOS Binary (big-sur-x86_64) | |
| macOS Binary (sonoma-arm64) | |
| Source Repository | git clone https://git.bioconductor.org/packages/BioImageDbs |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/BioImageDbs |
| Package Short Url | https://bioconductor.org/packages/BioImageDbs/ |
| Package Downloads Report | Download Stats |