SoMNet:Automatic Contouring of Head and Neck Organs at Risk Guided by Boundary Information

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To enhance the application of radiotherapy planning, we developed a novel head and neck imaging dataset, HND, comprising simulation X-ray computed tomography (CT) images from 486 patients with head and neck cancers who underwent intensity-modulated radiotherapy (IMRT) between February 2019 and June 2024 (Table 1). The inclusion criteria were as follows: (1) the CT scan range must encompass both the head and neck, with the upper boundary extending at least 3 cm above the skull base line and the l

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To enhance the application of radiotherapy planning, we developed a novel head and neck imaging dataset, HND, comprising simulation X-ray computed tomography (CT) images from 486 patients with head and neck cancers who underwent intensity-modulated radiotherapy (IMRT) between February 2019 and June 2024 (Table 1). The inclusion criteria were as follows: (1) the CT scan range must encompass both the head and neck, with the upper boundary extending at least 3 cm above the skull base line and the l