Automatic planning of the lower extremities for total marrow irradiation using volumetric modulated arc therapy.

Nicola Lambri Damiano Dei Victor Hernandez Isabella Castiglioni Elena Clerici Leonardo Crespi Chiara De Philippis Daniele Loiacono Pierina Navarria Giacomo Reggiori Roberto Rusconi Stefano Tomatis Stefania Bramanti Marta Scorsetti Pietro Mancosu

Published in: Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al] (2022)

The developed procedure allowed treatment planning of TMI-TMLI to be streamlined, increasing efficiency and standardization, preventing human errors, while maintaining the dosimetric plan quality and complexity of manual plans. Automated strategies can simplify the future adoption and clinical implementation of TMI-TMLI treatments in new centers.

Keyphrases

deep learning
machine learning
endothelial cells
quality improvement
radiation therapy
primary care
healthcare
patient safety
high throughput
induced pluripotent stem cells
current status
minimally invasive
electronic health record
health insurance
stem cells
radiation induced
emergency department