<p>A deep learning cell classification and sorting platform for single cell high-dimensional morphology characterization</p>

Kevin B Jacobs; Andreja  Jovic; Kiran  Sain; Anastasia  Mavropoulo; Ryan  Chow; Simo  Zhang; Esther  Lee; Michael  Phelan; Jeanette  Mei; Janifer  Cruz; Chassidy  Johnson; Nianzhen  Li; Thomas J.  Musci; Mahyar  Salek; Maddison (Mahdokht)  Masaeli

doi:10.7490/f1000research.1118899.1

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Jacobs KB, Jovic A, Sain K et al. A deep learning cell classification and sorting platform for single cell high-dimensional morphology characterization [version 1; not peer reviewed]. F1000Research 2021, 10:1315 (poster) (https://doi.org/10.7490/f1000research.1118899.1)

NOTE: it is important to ensure the information in square brackets after the title is included in this citation.

A deep learning cell classification and sorting platform for single cell high-dimensional morphology characterization

Kevin B Jacobs¹, Andreja Jovic, Kiran Sain, Anastasia Mavropoulo, Ryan Chow, Simo Zhang, Esther Lee, Michael Phelan, Jeanette Mei, Janifer Cruz, Chassidy Johnson, Nianzhen Li, Thomas J. Musci, Mahyar Salek, Maddison (Mahdokht) Masaeli

Published 29 Dec 2021 (https://doi.org/10.7490/f1000research.1118899.1)

Author Affiliations

¹ Deepcell Inc., Menlo Park, USA

Copyright © 2021 Jacobs KB et al. This is an open access work distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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CITE

Published 29 Dec 2021

A deep learning cell classification and sorting platform for single cell high-dimensional morphology characterization
[version 1; not peer reviewed]

Author Affiliations

¹ Deepcell Inc., Menlo Park, USA

Presented at

Pacific Symposium on Biocomputing (PSB) 2022

Abstract

Competing Interests

The authors are salaried employees with stock options at Deepcell.

Keywords

Single cell, image analysis, microfluidics, deep learning, enrichment, tumor heterogeneity, morphology

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