Diagnostic classification based on DNA methylation profiles using sequential machine learning approaches

Marcin W. Wojewodzic; Jan P. Lavender

doi:10.1371/journal.pone.0307912

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Open Access

Peer-reviewed

Research Article

Diagnostic classification based on DNA methylation profiles using sequential machine learning approaches

Marcin W. Wojewodzic ,

Roles Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Writing – original draft, Writing – review & editing

* E-mail: Marcin.Wojewodzic@kreftregisteret.no

Affiliations Cancer Registry of Norway, Norwegian Institute of Public Health, Oslo, Norway, Chemical Toxicology, Norwegian Institute of Public Health, Oslo, Norway, University of Birmingham, Birmingham, United Kingdom

https://orcid.org/0000-0003-2501-5201

⨯
Jan P. Lavender

Roles Data curation, Formal analysis, Investigation, Software, Visualization, Writing – original draft

Affiliation University of Birmingham, Birmingham, United Kingdom
⨯

Diagnostic classification based on DNA methylation profiles using sequential machine learning approaches

Marcin W. Wojewodzic,
Jan P. Lavender

Published: September 6, 2024
https://doi.org/10.1371/journal.pone.0307912

About the Authors

Marcin W. Wojewodzic

Roles Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Writing – original draft, Writing – review & editing

* E-mail: Marcin.Wojewodzic@kreftregisteret.no

Affiliations Cancer Registry of Norway, Norwegian Institute of Public Health, Oslo, Norway, Chemical Toxicology, Norwegian Institute of Public Health, Oslo, Norway, University of Birmingham, Birmingham, United Kingdom

https://orcid.org/0000-0003-2501-5201

Jan P. Lavender

Roles Data curation, Formal analysis, Investigation, Software, Visualization, Writing – original draft

Affiliation University of Birmingham, Birmingham, United Kingdom

Competing Interests

The authors have declared that no competing interests exist.

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DNA methylation
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Cancers and neoplasms
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Prostate cancer
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Renal cancer
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Neural networks
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Treatment guidelines
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Cancer detection and diagnosis
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Decision trees
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