Head and Neck Tumor Segmentation: First Challenge, Hecktor 2020, Held in Conjunction with Miccai 2020, Lima, Peru, October 4, 2020, Proceedings

Andrearczyk, Vincent, Oreiller, Valentin, Depeursinge, Adrien

  • 出版商: Springer
  • 出版日期: 2021-03-02
  • 售價: $2,260
  • 貴賓價: 9.5$2,147
  • 語言: 英文
  • 頁數: 109
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030671933
  • ISBN-13: 9783030671938

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This book constitutes the First 3D Head and Neck Tumor Segmentation in PET/CT Challenge, HECKTOR 2020, which was held in conjunction with the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, in Lima, Peru, in October 2020. The challenge took place virtually due to the COVID-19 pandemic.

The 2 full and 8 short papers presented together with an overview paper in this volume were carefully reviewed and selected form numerous submissions. This challenge aims to evaluate and compare the current state-of-the-art methods for automatic head and neck tumor segmentation. In the context of this challenge, a dataset of 204 delineated PET/CT images was made available for training as well as 53 PET/CT images for testing. Various deep learning methods were developed by the participants with excellent results.

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