Breast Cancer Classification on Multiparametric MRI – Increased Performance of Boosting Ensemble Methods

Introduction: This study aims to assess the utility of Boosting ensemble classification methods for increasing the diagnostic performance of multiparametric Magnetic Resonance Imaging (mpMRI) radiomic models, in differentiating benign and malignant breast lesions. Methods: The dataset includes mpMR...

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Detalles Bibliográficos
Autores principales: Vamvakas, Alexandros, Tsivaka, Dimitra, Logothetis, Andreas, Vassiou, Katerina, Tsougos, Ioannis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
Materias:
Original Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966070/
https://www.ncbi.nlm.nih.gov/pubmed/35341421
http://dx.doi.org/10.1177/15330338221087828

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966070/
https://www.ncbi.nlm.nih.gov/pubmed/35341421
http://dx.doi.org/10.1177/15330338221087828

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