Detrended Fluctuation Analysis in the prediction of type 2 diabetes mellitus in patients at risk: Model optimization and comparison with other metrics

Ana Colás; Luis Vigil; Borja Vargas; David Cuesta–Frau; Manuel Varela

doi:10.1371/journal.pone.0225817

Loading metrics

Open Access

Peer-reviewed

Research Article

Detrended Fluctuation Analysis in the prediction of type 2 diabetes mellitus in patients at risk: Model optimization and comparison with other metrics

Ana Colás ,

Contributed equally to this work with: Ana Colás, Luis Vigil, Borja Vargas, David Cuesta–Frau, Manuel Varela

Roles Conceptualization, Data curation, Formal analysis, Visualization, Writing – original draft

Affiliation Department of Internal Medicine, Hospital 12 de Octubre, Madrid, Spain

http://orcid.org/0000-0003-2784-4150

⨯
Luis Vigil ,

Contributed equally to this work with: Ana Colás, Luis Vigil, Borja Vargas, David Cuesta–Frau, Manuel Varela

Roles Conceptualization, Data curation, Methodology, Validation, Writing – original draft

Affiliation Department of Internal Medicine, Hospital Universitario de Móstoles, Móstoles, Madrid, Spain
⨯
Borja Vargas ,

Contributed equally to this work with: Ana Colás, Luis Vigil, Borja Vargas, David Cuesta–Frau, Manuel Varela

Roles Conceptualization, Formal analysis, Funding acquisition, Software, Writing – original draft, Writing – review & editing

* E-mail: borja.vargas@salud.madrid.org

Affiliation Department of Internal Medicine, Hospital Universitario de Móstoles, Móstoles, Madrid, Spain

http://orcid.org/0000-0002-5553-8372

⨯
David Cuesta–Frau ,

Contributed equally to this work with: Ana Colás, Luis Vigil, Borja Vargas, David Cuesta–Frau, Manuel Varela

Roles Conceptualization, Formal analysis, Methodology, Software, Validation, Writing – review & editing

Affiliation Technological Institute of Informatics, Universitat Politècnica de València, Alcoi Campus, Alcoi, Spain
⨯
Manuel Varela

Contributed equally to this work with: Ana Colás, Luis Vigil, Borja Vargas, David Cuesta–Frau, Manuel Varela

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

Affiliation Department of Internal Medicine, Hospital Universitario de Móstoles, Móstoles, Madrid, Spain
⨯

Detrended Fluctuation Analysis in the prediction of type 2 diabetes mellitus in patients at risk: Model optimization and comparison with other metrics

Ana Colás,
Luis Vigil,
Borja Vargas,
David Cuesta–Frau,
Manuel Varela

Published: December 18, 2019
https://doi.org/10.1371/journal.pone.0225817

Reader Comments (0)

Post a new comment on this article

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Glucose
Is the Subject Area "Glucose" applicable to this article?

Thanks for your feedback.
Type 2 diabetes
Is the Subject Area "Type 2 diabetes" applicable to this article?

Thanks for your feedback.
Algorithms
Is the Subject Area "Algorithms" applicable to this article?

Thanks for your feedback.
Principal component analysis
Is the Subject Area "Principal component analysis" applicable to this article?

Thanks for your feedback.
White noise
Is the Subject Area "White noise" applicable to this article?

Thanks for your feedback.
Ellipses
Is the Subject Area "Ellipses" applicable to this article?

Thanks for your feedback.
Medical risk factors
Is the Subject Area "Medical risk factors" applicable to this article?

Thanks for your feedback.
Glucose tolerance
Is the Subject Area "Glucose tolerance" applicable to this article?

Thanks for your feedback.