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Predicting diabetes mellitus metabolic goals and chronic complications transitions—analysis based on natural language processing and machine learning models
- Claudia C. Colmenares-Mejia,
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Andrés F. García-Suaza,
Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Project administration, Supervision, Validation, Writing – review & editing
Affiliation Universidad del Rosario, Bogotá, Colombia
⨯ -
Paul Rodríguez-Lesmes ,
Roles Conceptualization, Formal analysis, Investigation, Validation, Writing – review & editing
* E-mail: paul.rodriguez@urosario.edu.oc
Affiliation Universidad del Rosario, Bogotá, Colombia
⨯ - Christian Lochmuller,
- Sara C. Atehortúa,
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J.E. Camacho-Cogollo,
Roles Funding acquisition, Investigation, Methodology, Project administration, Supervision, Validation
Affiliation Universidad EIA, Envigado, Colombia
⨯ - Juan P. Martínez,
- Juliana Rincón,
- Yohan R. Céspedes,
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Esteban Morales-Mendoza,
Roles Data curation, Investigation, Resources, Validation
Affiliation Fundación Universitaria Sanitas, Bogotá, Colombia
⨯ - Mario A. Isaza-Ruget
https://orcid.org/0000-0002-9617-6873
Predicting diabetes mellitus metabolic goals and chronic complications transitions—analysis based on natural language processing and machine learning models
- Claudia C. Colmenares-Mejia,
- Andrés F. García-Suaza,
- Paul Rodríguez-Lesmes,
- Christian Lochmuller,
- Sara C. Atehortúa,
- J.E. Camacho-Cogollo,
- Juan P. Martínez,
- Juliana Rincón,
- Yohan R. Céspedes,
- Esteban Morales-Mendoza
- Published: April 15, 2025
- https://doi.org/10.1371/journal.pone.0321258