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Comparative analysis of proficiencies of various textures and geometric features in breast mass classification using k-nearest neighbor

This paper introduces a comparative analysis of the proficiencies of various textures and geometric features in the diagnosis of breast masses on mammograms. An improved machine learning-based framework was developed for this study. The proposed system was tested using 106 full field digital mammogr...

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Detalles Bibliográficos
Autores principales: Singh, Harmandeep, Sharma, Vipul, Singh, Damanpreet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Singapore 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8752652/
https://www.ncbi.nlm.nih.gov/pubmed/35018506
http://dx.doi.org/10.1186/s42492-021-00100-1