Reference health

<i>Nebulosa</i> recovers single-cell gene expression signals by kernel density estimation

https://doi.org/10.1093/bioinformatics/btab003
CiteStamped reference-health badge
14/14 checkable references clean · checked 2026-07-23

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

2 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 14 checked references that resolve
resolves10.1186/s13059-019-1862-5
scPred: accurate supervised method for cell-type classification from single-cell RNA-seq data
resolves10.1038/nbt.4314
Dimensionality reduction for visualizing single-cell data using UMAP
resolves10.1002/0471142727.mb2129s109
ATAC‐seq: A Method for Assaying Chromatin Accessibility Genome‐Wide
resolves10.18637/jss.v021.i07
<b>ks</b>: Kernel Density Estimation and Kernel Discriminant Analysis for Multivariate Data in<i>R</i>
resolves10.1186/s13073-017-0467-4
A practical guide to single-cell RNA-sequencing for biomedical research and clinical applications
resolves10.1038/nmeth.3252
Orchestrating high-throughput genomic analysis with Bioconductor
resolves10.1038/nmeth.2967
Bayesian approach to single-cell differential expression analysis
resolves10.1016/j.jid.2018.06.169
Detection of HPV E7 Transcription at Single-Cell Resolution in Epidermis
resolves10.1126/sciadv.aaz6699
Genome-wide kinetic properties of transcriptional bursting in mouse embryonic stem cells
resolves10.1038/nmeth.4380
Simultaneous epitope and transcriptome measurement in single cells
resolves10.1016/j.cell.2019.05.031
Comprehensive Integration of Single-Cell Data
resolves10.1016/j.cell.2018.05.061
Recovering Gene Interactions from Single-Cell Data Using Data Diffusion
resolves10.1007/978-0-387-21706-2
Modern Applied Statistics with S
resolves10.1038/ncomms14049
Massively parallel digital transcriptional profiling of single cells
The 2 references without a DOI — listed, not checked
no DOI — not checkedVisualizing high-dimensional data using t-SNE
no DOI — not checked2023051609053393600_btab003-B16
What this badge says. CiteStamped means the CHECKABLE references of this work were clean at the dated check: each resolved to a known work in a public registry, and none carried a retraction notice at that time. It says nothing about the quality, findings, or importance of the work itself, and nothing about references deposited without a DOI.

checked 2026-07-23 — re-checked daily as this page is visited; titles and statuses come from Crossref and DataCite and are not part of the signed record

Embed this badge

Both snippets point at the live badge image and link back to this page. The badge re-renders from the daily check, so an embed never goes stale by more than a day of visits.

<a href="https://citestamp.com/citestamped/10.1093/bioinformatics/btab003"><img src="https://citestamp.com/citestamped/10.1093/bioinformatics/btab003/badge.svg" alt="CiteStamped reference-health badge" width="460" height="64"></a>
[![CiteStamped reference-health badge](https://citestamp.com/citestamped/10.1093/bioinformatics/btab003/badge.svg)](https://citestamp.com/citestamped/10.1093/bioinformatics/btab003)