概览介绍
Machine-learning analysis of flow or mass cytometry using self-organizing maps. Clusters require biological annotation and do not replace instrument or panel quality control.
信息已比对权威文献或官方白皮书;非实验性跑分。 权威出处 · 最后核对: 14/09/2026, 18:31:56 UTC
Loading BioAtlas...
Machine-learning analysis of flow or mass cytometry using self-organizing maps. Clusters require biological annotation and do not replace instrument or panel quality control.
Machine-learning analysis of flow or mass cytometry using self-organizing maps. Clusters require biological annotation and do not replace instrument or panel quality control.
信息已比对权威文献或官方白皮书;非实验性跑分。 权威出处 · 最后核对: 14/09/2026, 18:31:56 UTC
Use this citation format when referencing FlowSOM in scientific publications and benchmark papers.
@software{flowsom_2026,
title = {{FlowSOM}},
author = {{FlowSOM contributors}},
year = {2026},
url = {https://bioconductor.org/packages/FlowSOM/},
note = {Indexed on aibioatlas - AI for Biology and Drug Discovery}
}Live scientific citations queried from Europe PMC and PubMed for FlowSOM.
Missing values mean the catalog has no recorded information. They do not mean a feature is absent.
No software–hardware integration has been verified for this entry yet. Explore documented research workflows.

FlowSOM Scientific Architecture · Credit: FlowSOM contributors · Open original ↗
Research and editorial use Source & attribution ↗ License ↗
同一科学领域的同类算法与工具。
Classical/statistical scientific method · Confirm distribution and exact release
Azimuth (Seurat reference mapping) — cell-annotation / single-cell-reference-mapping
Research / method authors
Classical/statistical scientific method · Confirm distribution and exact release
Baysor — spatial-transcript-segmentation
Research / method authors
Classical/statistical scientific method · Confirm distribution and exact release
BBKNN — single-cell-integration
Research / method authors
Classical/statistical scientific method · Confirm distribution and exact release
CellRank — cell-fate-mapping
Research / method authors
暂无与此工具关联的已验证学术动态。
浏览全部生物AI动态 →Public code
费用根据官方最近一次公布的说明整理。请在官方网站确认最新报价与学术折扣。
Feedback from researchers and computational biologists evaluating FlowSOM.
No peer reviews submitted yet for FlowSOM.
Be the first verified researcher or computational biologist to submit an evaluation of biological accuracy and workflow performance.