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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...
Autores principales: | Kai, Chiharu, Ishizuka, Sachi, Otsuka, Tsunehiro, Nara, Miyako, Kondo, Satoshi, Futamura, Hitoshi, Kodama, Naoki, Kasai, Satoshi |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
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 |
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