Cell morphology-based machine learning models for human cell state classification

Herein, we implement and access machine learning architectures to ascertain models that differentiate healthy from apoptotic cells using exclusively forward (FSC) and side (SSC) scatter flow cytometry information. To generate training data, colorectal cancer HCT116 cells were subjected to miR-34a tr...

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Bibliographic Details
Published in:NPJ Syst Biol Appl
Main Authors: Li, Yi, Nowak, Chance M., Pham, Uyen, Nguyen, Khai, Bleris, Leonidas
Format: Artigo
Language:Inglês
Published: Nature Publishing Group UK 2021
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Article
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC8155075/
https://ncbi.nlm.nih.gov/pubmed/34039992
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41540-021-00180-y
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