Improving biomarker list stability by integration of biological knowledge in the learning process

BACKGROUND: The identification of robust lists of molecular biomarkers related to a disease is a fundamental step for early diagnosis and treatment. However, methodologies for biomarker discovery using microarray data often provide results with limited overlap. It has been suggested that one reason...

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Detalles Bibliográficos
Autores principales: Sanavia, Tiziana, Aiolli, Fabio, Da San Martino, Giovanni, Bisognin, Andrea, Di Camillo, Barbara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3314566/
https://www.ncbi.nlm.nih.gov/pubmed/22536969
http://dx.doi.org/10.1186/1471-2105-13-S4-S22

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3314566/
https://www.ncbi.nlm.nih.gov/pubmed/22536969
http://dx.doi.org/10.1186/1471-2105-13-S4-S22

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