Head and Neck Tumor Segmentation: First Challenge, HECKTOR 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings (Image ... Recognition, and Graphics, Band 12603) - Softcover

Buch 258 von 300: Lecture Notes in Computer Science
 
9783030671938: Head and Neck Tumor Segmentation: First Challenge, HECKTOR 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4, 2020, Proceedings (Image ... Recognition, and Graphics, Band 12603)
Softcover
ISBN 10: 3030671933 ISBN 13: 9783030671938
Verlag: Springer, 2021

Inhaltsangabe

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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Verlag
Springer
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
3030671933
ISBN 13 
9783030671938
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
120
Herausgeber
Andrearczyk Vincent, Oreiller Valentin, Depeursinge Adrien
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