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Open Access
Peer-reviewed
Research Article
Comprehensive and deep learning classification for analyses of the biological complexity of growth and biofilms of Cobetia marina under different temperature growths
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M. Alejandro Dinamarca ,
Contributed equally to this work with: M. Alejandro Dinamarca, Claudia Ibacache-Quiroga, Karoll González-Pizarro, Jozef Kiseľák, Bastían Barraza-Morales, Benjamín León Schuffeneger, Milan Stehlík
Roles Conceptualization, Funding acquisition, Investigation, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing
* E-mail: milan.stehlik@uv.cl, alejandro.dinamarca@uv.cl (MAD); mlnstehlik@gmail.com (MS)
Affiliations Centro de Micro-Bioinnovación, Universidad de Valparaíso, Valparaíso, Chile, Escuela de Nutrición y Dietética, Facultad de Farmacia, Universidad de Valparaíso, Valparaíso, Chile
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Claudia Ibacache-Quiroga ,
Contributed equally to this work with: M. Alejandro Dinamarca, Claudia Ibacache-Quiroga, Karoll González-Pizarro, Jozef Kiseľák, Bastían Barraza-Morales, Benjamín León Schuffeneger, Milan Stehlík
Roles Conceptualization, Data curation, Funding acquisition, Supervision, Validation, Writing – review & editing
Affiliations Centro de Micro-Bioinnovación, Universidad de Valparaíso, Valparaíso, Chile, Escuela de Nutrición y Dietética, Facultad de Farmacia, Universidad de Valparaíso, Valparaíso, Chile
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Karoll González-Pizarro ,
Contributed equally to this work with: M. Alejandro Dinamarca, Claudia Ibacache-Quiroga, Karoll González-Pizarro, Jozef Kiseľák, Bastían Barraza-Morales, Benjamín León Schuffeneger, Milan Stehlík
Roles Data curation, Resources
Affiliation Centro de Micro-Bioinnovación, Universidad de Valparaíso, Valparaíso, Chile
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Jozef Kiseľák ,
Contributed equally to this work with: M. Alejandro Dinamarca, Claudia Ibacache-Quiroga, Karoll González-Pizarro, Jozef Kiseľák, Bastían Barraza-Morales, Benjamín León Schuffeneger, Milan Stehlík
Roles Formal analysis, Investigation, Methodology, Software, Validation, Writing – original draft, Writing – review & editing
Affiliation Institute of Mathematics, P.J.Šafárik University, Jesenná, Košice, Slovakia
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Bastían Barraza-Morales ,
Contributed equally to this work with: M. Alejandro Dinamarca, Claudia Ibacache-Quiroga, Karoll González-Pizarro, Jozef Kiseľák, Bastían Barraza-Morales, Benjamín León Schuffeneger, Milan Stehlík
Roles Data curation, Formal analysis, Software, Visualization
Affiliation Institute of Statistics, Universidad de Valparaíso, Valparaíso, Chile
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Benjamín León Schuffeneger ,
Contributed equally to this work with: M. Alejandro Dinamarca, Claudia Ibacache-Quiroga, Karoll González-Pizarro, Jozef Kiseľák, Bastían Barraza-Morales, Benjamín León Schuffeneger, Milan Stehlík
Roles Data curation, Formal analysis, Software
Affiliation Institute of Statistics, Universidad de Valparaíso, Valparaíso, Chile
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Milan Stehlík
Contributed equally to this work with: M. Alejandro Dinamarca, Claudia Ibacache-Quiroga, Karoll González-Pizarro, Jozef Kiseľák, Bastían Barraza-Morales, Benjamín León Schuffeneger, Milan Stehlík
Roles Conceptualization, Formal analysis, Investigation, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing
* E-mail: milan.stehlik@uv.cl, alejandro.dinamarca@uv.cl (MAD); mlnstehlik@gmail.com (MS)
¶‡ Membership list can be found in the Acknowledgments section.
Affiliations Centro de Micro-Bioinnovación, Universidad de Valparaíso, Valparaíso, Chile, Institute of Statistics, Universidad de Valparaíso, Valparaíso, Chile
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Comprehensive and deep learning classification for analyses of the biological complexity of growth and biofilms of Cobetia marina under different temperature growths
- M. Alejandro Dinamarca,
- Claudia Ibacache-Quiroga,
- Karoll González-Pizarro,
- Jozef Kiseľák,
- Bastían Barraza-Morales,
- Benjamín León Schuffeneger,
- Milan Stehlík
- Published: December 11, 2025
- https://doi.org/10.1371/journal.pone.0336575