Automated Estimation of Mammary Gland Content Ratio Using Regression Deep Convolutional Neural Network and the Effectiveness in Clinical Practice as Explainable Artificial Intelligence

SIMPLE SUMMARY: In Japan, a guideline for breast types, called “breast composition,” was recently developed based on BI-RADS. The Japanese guidelines are characterized using a continuous value called the mammary gland content ratio, calculated using the density of the pectoralis muscle as an indicat...

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Detalles Bibliográficos
Autores principales: Kai, Chiharu, Ishizuka, Sachi, Otsuka, Tsunehiro, Nara, Miyako, Kondo, Satoshi, Futamura, Hitoshi, Kodama, Naoki, Kasai, Satoshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10216583/
https://www.ncbi.nlm.nih.gov/pubmed/37345132
http://dx.doi.org/10.3390/cancers15102794

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10216583/
https://www.ncbi.nlm.nih.gov/pubmed/37345132
http://dx.doi.org/10.3390/cancers15102794

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