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Applying a Random Projection Algorithm to Optimize Machine Learning Model for Breast Lesion Classification

Machine learning is widely used in developing computer-aided diagnosis (CAD) schemes of medical images. However, CAD usually computes large number of image features from the targeted regions, which creates a challenge of how to identify a small and optimal feature vector to build robust machine lear...

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Detalhes bibliográficos
Publicado no:IEEE Trans Biomed Eng
Main Authors: Heidari, Morteza, Lakshmivarahan, Sivaramakrishnan, Mirniaharikandehei, Seyedehnafiseh, Danala, Gopichandh, Maryada, Sai Kiran R., Liu, Hong, Zheng, Bin
Formato: Artigo
Idioma:Inglês
Publicado em: 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8310536/
https://ncbi.nlm.nih.gov/pubmed/33493108
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TBME.2021.3054248
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