The future of personalised radiotherapy for head and neck cancer

JJ Caudell, JF Torres-Roca, RJ Gillies… - The Lancet …, 2017 - thelancet.com
Radiotherapy has long been the mainstay of treatment for patients with head and neck
cancer and has traditionally involved a stage-dependent strategy whereby all patients with …

CT-based radiomic analysis of stereotactic body radiation therapy patients with lung cancer

E Huynh, TP Coroller, V Narayan, V Agrawal… - Radiotherapy and …, 2016 - Elsevier
Background Radiomics uses a large number of quantitative imaging features that describe
the tumor phenotype to develop imaging biomarkers for clinical outcomes. Radiomic …

[HTML][HTML] A radiomic signature as a non-invasive predictor of progression-free survival in patients with lower-grade gliomas

X Liu, Y Li, Z Qian, Z Sun, K Xu, K Wang, S Liu… - NeuroImage: Clinical, 2018 - Elsevier
Objective The aim of this study was to develop a radiomics signature for prediction of
progression-free survival (PFS) in lower-grade gliomas and to investigate the genetic …

[HTML][HTML] Radiomics of pulmonary nodules and lung cancer

R Wilson, A Devaraj - Translational lung cancer research, 2017 - ncbi.nlm.nih.gov
The large number of indeterminate pulmonary nodules encountered incidentally or during
CT-based lung screening provides considerable diagnostic and management challenges …

External validation of a prognostic CT-based radiomic signature in oropharyngeal squamous cell carcinoma

RTH Leijenaar, S Carvalho, FJP Hoebers… - Acta …, 2015 - Taylor & Francis
Background. Oropharyngeal squamous cell carcinoma (OPSCC) is one of the fastest
growing disease sites of head and neck cancers. A recently described radiomic signature …

Data analysis strategies in medical imaging

C Parmar, JD Barry, A Hosny, J Quackenbush… - Clinical cancer …, 2018 - AACR
Radiographic imaging continues to be one of the most effective and clinically useful tools
within oncology. Sophistication of artificial intelligence has allowed for detailed …

Prediction of disease-free survival by the PET/CT radiomic signature in non-small cell lung cancer patients undergoing surgery

M Kirienko, L Cozzi, L Antunovic, L Lozza… - European journal of …, 2018 - Springer
Purpose Radiomic features derived from the texture analysis of different imaging modalities
e show promise in lesion characterisation, response prediction, and prognostication in lung …

Computed tomography radiomics predicts HPV status and local tumor control after definitive radiochemotherapy in head and neck squamous cell carcinoma

M Bogowicz, O Riesterer, K Ikenberg, S Stieb… - International Journal of …, 2017 - Elsevier
Purpose This study aimed to predict local tumor control (LC) after radiochemotherapy of
head and neck squamous cell carcinoma (HNSCC) and human papillomavirus (HPV) status …

Radiomics signature: a biomarker for the preoperative discrimination of lung invasive adenocarcinoma manifesting as a ground-glass nodule

L Fan, MJ Fang, ZB Li, WT Tu, SP Wang, WF Chen… - European …, 2019 - Springer
Objectives To identify the radiomics signature allowing preoperative discrimination of lung
invasive adenocarcinomas from non-invasive lesions manifesting as ground-glass nodules …

[HTML][HTML] Peritumoral radiomics features predict distant metastasis in locally advanced NSCLC

TH Dou, TP Coroller, JJM van Griethuysen, RH Mak… - PloS one, 2018 - journals.plos.org
Purpose Radiomics provides quantitative tissue heterogeneity profiling and is an exciting
approach to developing imaging biomarkers in the context of precision medicine. Normal …