Radiomics in breast cancer classification and prediction
Breast Cancer (BC) is the common form of cancer in women. Its diagnosis and screening are
usually performed through different imaging modalities such as mammography, magnetic …
usually performed through different imaging modalities such as mammography, magnetic …
Radiomics and deep learning in lung cancer
Lung malignancies have been extensively characterized through radiomics and deep
learning. By providing a three-dimensional characterization of the lesion, models based on …
learning. By providing a three-dimensional characterization of the lesion, models based on …
Beyond imaging: the promise of radiomics
The domain of investigation of radiomics consists of large-scale radiological image analysis
and association with biological or clinical endpoints. The purpose of the present study is to …
and association with biological or clinical endpoints. The purpose of the present study is to …
Characterization of PET/CT images using texture analysis: the past, the present… any future?
After seminal papers over the period 2009–2011, the use of texture analysis of PET/CT
images for quantification of intratumour uptake heterogeneity has received increasing …
images for quantification of intratumour uptake heterogeneity has received increasing …
[HTML][HTML] [18F] FDG-PET/CT radiomics and artificial intelligence in lung cancer: technical aspects and potential clinical applications
R Manafi-Farid, E Askari, I Shiri, C Pirich… - Seminars in nuclear …, 2022 - Elsevier
Lung cancer is the second most common cancer and the leading cause of cancer-related
death worldwide. Molecular imaging using [18 F] fluorodeoxyglucose Positron Emission …
death worldwide. Molecular imaging using [18 F] fluorodeoxyglucose Positron Emission …
Radiomics analysis at PET/CT contributes to prognosis of recurrence and survival in lung cancer treated with stereotactic body radiotherapy
We sought to quantify contribution of radiomics and SUVmax at PET/CT to predict clinical
outcome in lung cancer patients treated with stereotactic body radiotherapy (SBRT). 150 …
outcome in lung cancer patients treated with stereotactic body radiotherapy (SBRT). 150 …
Early-Stage Non–Small Cell Lung Cancer: Quantitative Imaging Characteristics of 18F Fluorodeoxyglucose PET/CT Allow Prediction of Distant …
Purpose To identify quantitative imaging biomarkers at fluorine 18 (18F) positron emission
tomography (PET) for predicting distant metastasis in patients with early-stage non–small …
tomography (PET) for predicting distant metastasis in patients with early-stage non–small …
PET Radiomics in NSCLC: state of the art and a proposal for harmonization of methodology
Imaging with positron emission tomography (PET)/computed tomography (CT) is crucial in
the management of cancer because of its value in tumor staging, response assessment …
the management of cancer because of its value in tumor staging, response assessment …
Can radiomics features be reproducibly measured from CBCT images for patients with non‐small cell lung cancer?
Purpose: Increasing evidence suggests radiomics features extracted from computed
tomography (CT) images may be useful in prognostic models for patients with nonsmall cell …
tomography (CT) images may be useful in prognostic models for patients with nonsmall cell …
Development of an immune-pathology informed radiomics model for non-small cell lung cancer
With increasing use of immunotherapy agents, pretreatment strategies for identifying
responders and non-responders is useful for appropriate treatment assignment. We …
responders and non-responders is useful for appropriate treatment assignment. We …