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Enhancing petunia tissue culture efficiency with machine learning: A pathway to improved callogenesi...

Enhancing petunia tissue culture efficiency with machine learning: A pathway to improved callogenesi...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_3069192221

Enhancing petunia tissue culture efficiency with machine learning: A pathway to improved callogenesis

About this item

Full title

Enhancing petunia tissue culture efficiency with machine learning: A pathway to improved callogenesis

Publisher

United States: Public Library of Science

Journal title

PloS one, 2023-11, Vol.18 (11), p.e0293754

Language

English

Formats

Publication information

Publisher

United States: Public Library of Science

More information

Scope and Contents

Contents

The important feature of petunia in tissue culture is its unpredictable and genotype-dependent callogenesis, posing challenges for efficient regeneration and biotechnology applications. To address this issue, machine learning (ML) can be considered a powerful tool to analyze callogenesis data, extract key parameters, and predict optimal conditions...

Alternative Titles

Full title

Enhancing petunia tissue culture efficiency with machine learning: A pathway to improved callogenesis

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_plos_journals_3069192221

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_plos_journals_3069192221

Other Identifiers

ISSN

1932-6203

E-ISSN

1932-6203

DOI

10.1371/journal.pone.0293754

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