Prospective identification of hematopoietic lineage choice by deep learning
Prospective identification of hematopoietic lineage choice by deep learning
About this item
Full title
Author / Creator
Publisher
New York: Nature Publishing Group US
Journal title
Language
English
Formats
Publication information
Publisher
New York: Nature Publishing Group US
Subjects
More information
Scope and Contents
Contents
A deep learning approach enables fast and robust prediction of hematopoietic stem cell lineage choice in time-lapse imaging three generations before conventional marker onset.
Differentiation alters molecular properties of stem and progenitor cells, leading to changes in their shape and movement characteristics. We present a deep neural network...
Alternative Titles
Full title
Prospective identification of hematopoietic lineage choice by deep learning
Authors, Artists and Contributors
Identifiers
Primary Identifiers
Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5376497
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_5376497
Other Identifiers
ISSN
1548-7091
E-ISSN
1548-7105
DOI
10.1038/nmeth.4182
