How to contour the different heart subregions for future deep-learning modeling of the heart: A practical pictorial proposal for radiation oncologists - Institut de cancérologie de l'Ouest
Article Dans Une Revue Clinical and Translational Radiation Oncology Année : 2024

How to contour the different heart subregions for future deep-learning modeling of the heart: A practical pictorial proposal for radiation oncologists

Résumé

There are currently no accurate rules for manually delineating the subregions of the heart (cavities, vessels, aortic/mitral valves, Planning organ at Risk Volumes for coronary arteries) with the perspective of deep-learning based modeling. Our objective was to present a practical pictorial view for radiation oncologists, based on the RTOG atlas and anatomical complementary considerations for the cases where the RTOG guidelines are missing.

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hal-04791592 , version 1 (19-11-2024)

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Loig Vaugier, Elvire Martin-Mervoyer, Loic Ah-Thiane, Martin Langé, Luc Ollivier, et al.. How to contour the different heart subregions for future deep-learning modeling of the heart: A practical pictorial proposal for radiation oncologists. Clinical and Translational Radiation Oncology, 2024, 45, pp.100718. ⟨10.1016/j.ctro.2023.100718⟩. ⟨hal-04791592⟩
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