From Head and Neck Tumour and Lymph Node Segmentation to Survival Prediction on PET/CT: An End-to-End Framework Featuring Uncertainty, Fairness, and Multi-Region Multi-Modal Radiomics

From Head and Neck Tumour and Lymph Node Segmentation to Survival Prediction on PET/CT: An End-to-End Framework Featuring Uncertainty, Fairness, and Multi-Region Multi-Modal Radiomics

Automatic delineation and detection of the primary tumour (GTVp) and lymph nodes (GTVn) using PET and CT in head and neck cancer and recurrence-free survival prediction can be useful for diagnosis and patient risk stratification. We used data from nine different centres, with 524 and 359 cases used...

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Bibliographic Details
Main Authors: Zohaib Salahuddin, Yi Chen, Xian Zhong, Henry C. Woodruff, Nastaran Mohammadian Rad, Shruti Atul Mali, Philippe Lambin
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Cancers
Subjects:
head and neck cancer
segmentation
uncertainty estimation
explainability
CT radiomics
PET radiomics
Online Access:https://www.mdpi.com/2072-6694/15/7/1932

Internet

https://www.mdpi.com/2072-6694/15/7/1932

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