Improving breast cancer diagnosis by incorporating raw ultrasound parameters into machine learning

The improved diagnostic accuracy of ultrasound breast examinations remains an important goal. In this study, we propose a biophysical feature-based machine learning method for breast cancer detection to improve the performance beyond a benchmark deep learning algorithm and to furthermore provide a c...

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Detalles Bibliográficos
Autores principales: Baek, Jihye, O’Connell, Avice M, Parker, Kevin J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: IOP Publishing 2022
Materias:
Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9855672/
https://www.ncbi.nlm.nih.gov/pubmed/36698865
http://dx.doi.org/10.1088/2632-2153/ac9bcc

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9855672/
https://www.ncbi.nlm.nih.gov/pubmed/36698865
http://dx.doi.org/10.1088/2632-2153/ac9bcc

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