Definition and validation of a radiomics signature for loco-regional tumour control in patients with locally advanced head and neck squamous cell carcinoma

Definition and validation of a radiomics signature for loco-regional tumour control in patients with locally advanced head and neck squamous cell carcinoma

Purpose: To develop and validate a CT-based radiomics signature for the prognosis of loco-regional tumour control (LRC) in patients with locally advanced head and neck squamous cell carcinoma (HNSCC) treated by primary radiochemotherapy (RCTx) based on retrospective data from 6 partner sites of the...

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Main Authors: Asier Rabasco Meneghetti, Alex Zwanenburg, Stefan Leger, Karoline Leger, Esther G.C. Troost, Annett Linge, Fabian Lohaus, Andreas Schreiber, Goda Kalinauskaite, Inge Tinhofer, Nika Guberina, Maja Guberina, Panagiotis Balermpas, Jens von der Grün, Ute Ganswindt, Claus Belka, Jan C. Peeken, Stephanie E. Combs, Simon Böke, Daniel Zips, Mechthild Krause, Michael Baumann, Steffen Löck
Format: Article
Language:English
Published: Elsevier 2021-01-01
Series:Clinical and Translational Radiation Oncology
Subjects:
HNSCC
Radiomics
Validation
Biomarker
Machine learning
Loco-regional control
Online Access:http://www.sciencedirect.com/science/article/pii/S2405630820300987

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