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Open Access

Peer-reviewed

Research Article

Circ-EnviroPredict: A machine learning-based tool to predict potential involvement of circRNAs with cold and drought stress through a Word2Vec approach

Maria Clara Martins Ferreira,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Writing – original draft

Affiliation Technological Development Center, Division of Biotechnology, Federal University of Pelotas, Pelotas, RS, Brazil
⨯
Frederico Schmitt Kremer,

Roles Conceptualization, Data curation, Supervision, Writing – review & editing

Affiliation Technological Development Center, Division of Biotechnology, Federal University of Pelotas, Pelotas, RS, Brazil
⨯
Vanessa Galli

Roles Conceptualization, Data curation, Investigation, Project administration, Supervision, Writing – review & editing

* E-mail: vane.galli@yahoo.com.br

Affiliation Technological Development Center, Division of Biotechnology, Federal University of Pelotas, Pelotas, RS, Brazil

https://orcid.org/0000-0002-5735-9749

⨯

Circ-EnviroPredict: A machine learning-based tool to predict potential involvement of circRNAs with cold and drought stress through a Word2Vec approach

Maria Clara Martins Ferreira,
Frederico Schmitt Kremer,
Vanessa Galli

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Published: June 18, 2026
https://doi.org/10.1371/journal.pone.0350943

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