Multi-centre radiomics for prediction of recurrence following radical radiotherapy for head and neck cancers: Consequences of feature selection, machine learning classifiers and batch-effect harmonization

Author:

Varghese Amal Joseph,Gouthamchand Varsha,Sasidharan Balu Krishna,Wee Leonard,Sidhique Sharief K,Rao Julia Priyadarshini,Dekker Andre,Hoebers Frank,Devakumar Devadhas,Irodi Aparna,Balasingh Timothy Peace,Godson Henry Finlay,Joel T,Mathew Manu,Gunasingam Isiah Rajesh,Pavamani Simon Pradeep,Thomas Hannah Mary T

Funder

Nederlandse Organisatie voor Wetenschappelijk Onderzoek

The Wellcome Trust DBT India Alliance

Department of Biotechnology, Ministry of Science and Technology, India

Hanarth Fonds

Publisher

Elsevier BV

Subject

Radiology, Nuclear Medicine and imaging,Radiation

Reference31 articles.

1. Locoregionally recurrent head and neck squamous cell carcinoma: incidence, survival, prognostic factors, and treatment outcomes;Chang;Oncotarget,2017

2. Clinical update on head and neck cancer: molecular biology and ongoing challenges;Alsahafi;Cell Death Dis,2019

3. Competing causes of death in the head and neck cancer population;Massa;Oral Oncol,2017

4. Radiomics prediction of radiation treatment outcomes in oropharyngeal cancer: a clinical and image repository in concert with the cancer imaging archive (TCIA);Elhalawani;Int J Radiat Oncol Biol Phys,2018

5. FAIR-compliant clinical, radiomics and DICOM metadata of RIDER, interobserver, Lung1 and head-Neck1 TCIA collections;Kalendralis;Med Phys,2020

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