Radiomics and radiogenomics in lung cancer: a review for the clinician

R Thawani, M McLane, N Beig, S Ghose, P Prasanna… - Lung cancer, 2018 - Elsevier
Lung cancer is responsible for a large proportion of cancer-related deaths across the globe,
with delayed detection being perhaps the most significant factor for its high mortality rate …

Radiomics and its emerging role in lung cancer research, imaging biomarkers and clinical management: State of the art

G Lee, HY Lee, H Park, ML Schiebler… - European journal of …, 2017 - Elsevier
With the development of functional imaging modalities we now have the ability to study the
microenvironment of lung cancer and its genomic instability. Radiomics is defined as the use …

Radiomics applied to lung cancer: a review

M Scrivener, EEC de Jong… - Translational Cancer …, 2016 - tcr.amegroups.org
Lung cancers exhibit strong phenotypic differences that can be visualized noninvasively by
medical imaging. Radiomics, a concept introduced in 2012, refers to the comprehensive …

[HTML][HTML] Radiomics as a personalized medicine tool in lung cancer: Separating the hope from the hype

I Fornacon-Wood, C Faivre-Finn, JPB O'Connor… - Lung Cancer, 2020 - Elsevier
Radiomics has become a popular image analysis method in the last few years. Its key
hypothesis is that medical images harbor biological, prognostic and predictive information …

[HTML][HTML] Development and clinical application of radiomics in lung cancer

B Chen, R Zhang, Y Gan, L Yang, W Li - Radiation oncology, 2017 - Springer
Since the discovery of X-rays at the end of the 19 th century, medical imageology has
progressed for 100 years, and medical imaging has become an important auxiliary tool for …

[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 …

Radiomics in pulmonary lesion imaging

C Hassani, BA Varghese, J Nieva… - American Journal of …, 2019 - Am Roentgen Ray Soc
OBJECTIVE. Diagnostic imaging has traditionally relied on a limited set of qualitative
imaging characteristics for the diagnosis and management of lung cancer. Radiomics—the …

Application of radiomics and artificial intelligence for lung cancer precision medicine

I Tunali, RJ Gillies… - Cold Spring …, 2021 - perspectivesinmedicine.cshlp.org
Medical imaging is the standard-of-care for early detection, diagnosis, treatment planning,
monitoring, and image-guided interventions of lung cancer patients. Most medical images …

[HTML][HTML] Radiomics and artificial intelligence in lung cancer screening

F Binczyk, W Prazuch, P Bozek… - Translational lung cancer …, 2021 - ncbi.nlm.nih.gov
Lung cancer is responsible for more fatalities than any other cancer worldwide, with 1.76
million associated deaths reported in 2018. The key issue in the fight against this disease is …

Radiomics for response and outcome assessment for non-small cell lung cancer

L Shi, Y He, Z Yuan, S Benedict… - … in cancer research …, 2018 - journals.sagepub.com
Routine follow-up visits and radiographic imaging are required for outcome evaluation and
tumor recurrence monitoring. Yet more personalized surveillance is required in order to …