Cargando…
Discover immunotherapy biomarkers from single-cell cytometry data
Currently, identifying novel biomarkers remains a crucial need for cancer immunotherapy. By leveraging single-cell cytometry data, Greene et al. developed an interpretable machine learning method, FAUST, to discover cell populations associated with clinical outcomes.
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8672134/ https://www.ncbi.nlm.nih.gov/pubmed/34950905 http://dx.doi.org/10.1016/j.patter.2021.100384 |
_version_ | 1784615296920715264 |
---|---|
author | Ru, Beibei Jiang, Peng |
author_facet | Ru, Beibei Jiang, Peng |
author_sort | Ru, Beibei |
collection | PubMed |
description | Currently, identifying novel biomarkers remains a crucial need for cancer immunotherapy. By leveraging single-cell cytometry data, Greene et al. developed an interpretable machine learning method, FAUST, to discover cell populations associated with clinical outcomes. |
format | Online Article Text |
id | pubmed-8672134 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-86721342021-12-22 Discover immunotherapy biomarkers from single-cell cytometry data Ru, Beibei Jiang, Peng Patterns (N Y) Preview Currently, identifying novel biomarkers remains a crucial need for cancer immunotherapy. By leveraging single-cell cytometry data, Greene et al. developed an interpretable machine learning method, FAUST, to discover cell populations associated with clinical outcomes. Elsevier 2021-12-10 /pmc/articles/PMC8672134/ /pubmed/34950905 http://dx.doi.org/10.1016/j.patter.2021.100384 Text en © 2021 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Preview Ru, Beibei Jiang, Peng Discover immunotherapy biomarkers from single-cell cytometry data |
title | Discover immunotherapy biomarkers from single-cell cytometry data |
title_full | Discover immunotherapy biomarkers from single-cell cytometry data |
title_fullStr | Discover immunotherapy biomarkers from single-cell cytometry data |
title_full_unstemmed | Discover immunotherapy biomarkers from single-cell cytometry data |
title_short | Discover immunotherapy biomarkers from single-cell cytometry data |
title_sort | discover immunotherapy biomarkers from single-cell cytometry data |
topic | Preview |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8672134/ https://www.ncbi.nlm.nih.gov/pubmed/34950905 http://dx.doi.org/10.1016/j.patter.2021.100384 |
work_keys_str_mv | AT rubeibei discoverimmunotherapybiomarkersfromsinglecellcytometrydata AT jiangpeng discoverimmunotherapybiomarkersfromsinglecellcytometrydata |