Demonstration venue · read-only. Every page can be browsed; the buttons that would change it are switched off. Create an account to run TaxoReview on your own data. A simulation from public publication records: the people listed were not invited and did not agree to review.
? Tutorial for this page

April E. Williams

dblp:426/1532 · DBLP profile ↗
← Back
1ranked-venue papers
0as first author
1since 2021 · last 2024
—ORCID · unresolved

Domains — the database's venue-derived domains; a paper can count in several

Applied, interdisciplinary, general and emerging computing · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Interdisciplinary, comprehensive, and emerging computing
1 paper
Bioinformatics and computational biology · 100%

Topics — the 3 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Bioinformatics and computational biology › epigenomics › DNA methylation › DNA methylation analysis
bisulfite sequencing
0.812024
PCBS: an R package for fast and accurate analysis of bisulfite sequencing data · Bioinform. 2024
Bioinformatics and computational biology › epigenomics › differential methylation analysis
differentially methylated region detection
0.812024
PCBS: an R package for fast and accurate analysis of bisulfite sequencing data · Bioinform. 2024
Bioinformatics and computational biology › epigenomics › differential methylation analysis
differential methylation detection
0.812024
PCBS: an R package for fast and accurate analysis of bisulfite sequencing data · Bioinform. 2024

Methods — techniques the papers use, named apart from their topics

principal component analysis · 0.8
YearPublicationVenuePosition
2024 PCBS: an R package for fast and accurate analysis of bisulfite sequencing data
abstract
MOTIVATION: Whole-genome bisulfite sequencing is a powerful tool for analyzing chromatin methylation genome-wide, but analysis of whole-genome bisulfite data is slow, inflexible, and often inaccurate. RESULTS: We developed PCBS (Principal Component BiSulfite), a computationally efficient R package for Whole Genome Bisulfite Sequencing analysis that demonstrates remarkable accuracy and flexibility compared to current tools. PCBS identifies differentially methylated loci, differentially methylated regions, and offers novel functionality that allows for more targeted methylation analyses. PCBS uses minimal computational resources; a complete pipeline in mouse can run on a local RStudio instance in a matter of minutes. AVAILABILITY AND IMPLEMENTATION: PCBS is an R package available under a GNU GPLv3 license on GitHub: https://github.com/katlande/PCBS and CRAN: https://CRAN.R-project.org/package=PCBS. Instructions for use are available at: https://katlande.github.io/PCBS/.
Kathryn Lande, April E. Williams
Bioinform.2