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Head and Neck Tumor Segmentation

Head and Neck Tumor Segmentation

First Challenge, HECKTOR 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings

by Vincent AndrearczykValentin Oreiller and Adrien Depeursinge
Paperback
Publication Date: 13/01/2021

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Overview of the HECKTOR Challenge at MICCAI 2020: Automatic Head and Neck Tumor Segmentation in PET/CT.- Two-stage approach for segmenting gross tumor volume in head and neck cancer with CT and PET imaging.- The Head and Neck Tumor Segmentation Using nnU-Net with Spatial and Channel 'Squeeze & Excitation' Blocks.- Squeeze-and-Excitation Normalization for Automated Delineation of Head and Neck Primary Tumors in Combined PET and CT Images.- Automatic Head and Neck Tumor Segmentation in PET/CT with Scale Attention Network.- Iteratively Refine the Segmentation of Head and Neck Tumor in FDG-PET and CT images.- Combining CNN and Hybrid Active Contours for Head and Neck Tumor Segmentation in CT and PET images.- Oropharyngeal Tumour Segmentation using Ensemble 3D PET-CT Fusion Networks for the HECKTOR Challenge.- Patch-based 3D UNet for Head and Neck Tumor Segmentation with an Ensemble of Conventional and Dilated Convolutions.- Tumor Segmentation in Patients with Head and Neck Cancers using Deep Learning based-on Multi-modality PET/CT Images.- GAN-based Bi-modal Segmentation using Mumford-Shah Loss: Application to Head and Neck Tumors in PET-CT Images.
ISBN:
9783030671938
9783030671938
Category:
Computer vision
Format:
Paperback
Publication Date:
13-01-2021
Language:
English
Publisher:
Springer International Publishing AG
Country of origin:
Switzerland
Dimensions (mm):
235x155mm
Weight:
0.45kg

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