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Enhancing the reliability of deep learning-based head and neck tumour segmentation using uncertainty estimation with multi-modal images

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Objective.Deep learning shows promise in autosegmentation of head and neck cancer (HNC) primary tumours (GTV-T) and nodal metastases (GTV-N). However, errors such as including non-tumour regions or missing nodal metastases still occur. Conventional methods oft... ...