Hypoxia-Related Radiomics and Immunotherapy Response: A Multicohort Study of Non-Small Cell Lung Cancer.

Ilke TunaliYan TanJhanelle E GrayEvangelia Katsoulakis Steven A Eschrich James J SallerHugo J W L AertsTheresa BoyleJin QiAlbert Guvenis Robert James Gillies Matthew B Schabath

Published in: JNCI cancer spectrum (2021)

Utilizing standard-of-care imaging and clinical data, we identified and validated a novel parsimonious model associated with survival outcomes among NSCLC patients treated with immunotherapy. Based on this model, clinicians can identify patients who are unlikely to respond to immunotherapy.

Keyphrases

palliative care
end stage renal disease
small cell lung cancer
ejection fraction
newly diagnosed
high resolution
squamous cell carcinoma
electronic health record
magnetic resonance imaging
quality improvement
lymph node metastasis
patient reported outcomes
magnetic resonance
chronic pain