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Predicting cell lineages using autoencoders and optimal transport

Lineage tracing involves the identification of all ancestors and descendants of a given cell, and is an important tool for studying biological processes such as development and disease progression. However, in many settings, controlled time-course experiments are not feasible, for example when worki...

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Bibliografske podrobnosti
izdano v:PLoS Comput Biol
Main Authors: Yang, Karren Dai, Damodaran, Karthik, Venkatachalapathy, Saradha, Soylemezoglu, Ali C., Shivashankar, G. V., Uhler, Caroline
Format: Artigo
Jezik:Inglês
Izdano: Public Library of Science 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7209334/
https://ncbi.nlm.nih.gov/pubmed/32343706
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1007828
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