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Winter is over: The use of Artificial Intelligence to individualise radiation therapy for breast cancer. | LitMetric

Winter is over: The use of Artificial Intelligence to individualise radiation therapy for breast cancer.

Breast

Radiation Oncology Unit, Breast Radiation Unit, Sheba Tel Ha'shomer, Ramat Gan, Israel.

Published: February 2020

AI Article Synopsis

Article Abstract

Artificial intelligence demonstrated its value for automated contouring of organs at risk and target volumes as well as for auto-planning of radiation dose distributions in terms of saving time, increasing consistency, and improving dose-volumes parameters. Future developments include incorporating dose/outcome data to optimise dose distributions with optimal coverage of the high-risk areas, while at the same time limiting doses to low-risk areas. An infinite gradient of volumes and doses to deliver spatially-adjusted radiation can be generated, allowing to avoid unnecessary radiation to organs at risk. Therefore, data about patient-, tumour-, and treatment-related factors have to be combined with dose distributions and outcome-containing databases.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7375562PMC
http://dx.doi.org/10.1016/j.breast.2019.11.011DOI Listing

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