Radiomics and its emerging role in lung cancer research, imaging biomarkers and clinical management: State of the art
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 …
microenvironment of lung cancer and its genomic instability. Radiomics is defined as the use …
Understanding sources of variation to improve the reproducibility of radiomics
B Zhao - Frontiers in oncology, 2021 - frontiersin.org
Radiomics is the method of choice for investigating the association between cancer imaging
phenotype, cancer genotype and clinical outcome prediction in the era of precision …
phenotype, cancer genotype and clinical outcome prediction in the era of precision …
A predictive model for distinguishing radiation necrosis from tumour progression after gamma knife radiosurgery based on radiomic features from MR images
Objectives To develop a model using radiomic features extracted from MR images to
distinguish radiation necrosis from tumour progression in brain metastases after Gamma …
distinguish radiation necrosis from tumour progression in brain metastases after Gamma …
Texture analysis of medical images for radiotherapy applications
The high-throughput extraction of quantitative information from medical images, known as
radiomics, has grown in interest due to the current necessity to quantitatively characterize …
radiomics, has grown in interest due to the current necessity to quantitatively characterize …
[HTML][HTML] Radiomics-based features for pattern recognition of lung cancer histopathology and metastases
JRF Junior, M Koenigkam-Santos, FEG Cipriano… - Computer methods and …, 2018 - Elsevier
Background and Objectives: lung cancer is the leading cause of cancer-related deaths in the
world, and its poor prognosis varies markedly according to tumor staging. Computed …
world, and its poor prognosis varies markedly according to tumor staging. Computed …
Reliability of PET/CT shape and heterogeneity features in functional and morphologic components of non–small cell lung cancer tumors: a repeatability analysis in a …
The main purpose of this study was to assess the reliability of shape and heterogeneity
features in both the PET and the low-dose CT components of PET/CT. A secondary objective …
features in both the PET and the low-dose CT components of PET/CT. A secondary objective …
[HTML][HTML] Radiomics in head and neck cancer: from exploration to application
AJ Wong, A Kanwar, AS Mohamed… - Translational cancer …, 2016 - ncbi.nlm.nih.gov
In the context of clinical oncology, a fundamental goal of radiomics is the extraction of large
amounts of quantitative features whose subsequent analysis can be used for decision …
amounts of quantitative features whose subsequent analysis can be used for decision …
[HTML][HTML] Impact of image preprocessing on the volume dependence and prognostic potential of radiomics features in non-small cell lung cancer
Background: Radiomics features have been used in a variety of studies to predict patient
outcomes or aid in the diagnosis of non-small cell lung cancer. However, no guidelines exist …
outcomes or aid in the diagnosis of non-small cell lung cancer. However, no guidelines exist …
Lung tumor segmentation methods: impact on the uncertainty of radiomics features for non-small cell lung cancer
Purpose To evaluate the uncertainty of radiomics features from contrast-enhanced breath-
hold helical CT scans of non-small cell lung cancer for both manual and semi-automatic …
hold helical CT scans of non-small cell lung cancer for both manual and semi-automatic …
[HTML][HTML] Towards precision medicine: from quantitative imaging to radiomics
Radiology (imaging) and imaging-guided interventions, which provide multi-parametric
morphologic and functional information, are playing an increasingly significant role in …
morphologic and functional information, are playing an increasingly significant role in …