4 Art�culos

Deep Learning Based on EfficientNet for Multiorgan Segmentation of Thoracic Structures on a 0.35 T MR-Linac Radiation Therapy System

Acceso

en l�nea

Mohammed Chekroun, Youssef Mourchid, Igor Bessi�res and Alain Lalande

The advent of the 0.35 T MR-Linac (MRIdian, ViewRay) system in radiation therapy allows precise tumor targeting for moving lesions. However, the lack of an automatic volume segmentation function in the MR-Linac?s treatment planning system poses a challen... ver m�s

Revista: Algorithms Formato: Electr�nico

Tabla de contenido: Vol: 16 Num: 0 Par: 12 A�o: 2023

Automatic Multiorgan Segmentation in Pelvic Region with Convolutional Neural Networks on 0.35 T MR-Linac Images

Acceso

en l�nea

Emmanouil Koutoulakis, Louis Marage, Emmanouil Markodimitrakis, Leone Aubignac, Catherine Jenny, Igor Bessieres and Alain Lalande

MR-Linac is a recent device combining a linear accelerator with an MRI scanner. The improved soft tissue contrast of MR images is used for optimum delineation of tumors or organs at risk (OARs) and precise treatment delivery. Automatic segmentation of OA... ver m�s

Revista: Algorithms Formato: Electr�nico

Tabla de contenido: Vol: 16 Num: 0 Par: 11 A�o: 2023

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