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Development of deep learning chest X-ray model for cardiac dose prediction in left-sided breast cancer radiotherapy

Deep inspiration breath-hold (DIBH) is widely used to reduce the cardiac dose in left-sided breast cancer radiotherapy. This study aimed to develop a deep learning chest X-ray model for cardiac dose prediction to select patients with a potentially high risk of cardiac irradiation and need for DIBH r...

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Detalles Bibliográficos
Autores principales: Koide, Yutaro, Aoyama, Takahiro, Shimizu, Hidetoshi, Kitagawa, Tomoki, Miyauchi, Risei, Tachibana, Hiroyuki, Kodaira, Takeshi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9372519/
https://www.ncbi.nlm.nih.gov/pubmed/35961992
http://dx.doi.org/10.1038/s41598-022-16583-8