Assessment of tumor heterogeneity: an emerging imaging tool for clinical practice?
F Davnall, CSP Yip, G Ljungqvist, M Selmi, F Ng… - Insights into …, 2012 - Springer
Background Tumor spatial heterogeneity is an important prognostic factor, which may be
reflected in medical images Methods Image texture analysis is an approach of quantifying …
reflected in medical images Methods Image texture analysis is an approach of quantifying …
Radiomics: a new application from established techniques
The increasing use of biomarkers in cancer have led to the concept of personalized
medicine for patients. Personalized medicine provides better diagnosis and treatment …
medicine for patients. Personalized medicine provides better diagnosis and treatment …
Radiomics signature on magnetic resonance imaging: association with disease-free survival in patients with invasive breast cancer
Purpose: To develop a radiomics signature based on preoperative MRI to estimate disease-
free survival (DFS) in patients with invasive breast cancer and to establish a radiomics …
free survival (DFS) in patients with invasive breast cancer and to establish a radiomics …
Quantifying tumour heterogeneity in 18F-FDG PET/CT imaging by texture analysis
S Chicklore, V Goh, M Siddique, A Roy… - European journal of …, 2013 - Springer
Abstract 18 F-Fluorodeoxyglucose positron emission tomography/computed tomography (18
F-FDG PET/CT) is now routinely used in oncological imaging for diagnosis and staging and …
F-FDG PET/CT) is now routinely used in oncological imaging for diagnosis and staging and …
Radiomics in breast MRI: Current progress toward clinical application in the era of artificial intelligence
H Satake, S Ishigaki, R Ito, S Naganawa - La radiologia medica, 2022 - Springer
Breast magnetic resonance imaging (MRI) is the most sensitive imaging modality for breast
cancer diagnosis and is widely used clinically. Dynamic contrast-enhanced MRI is the basis …
cancer diagnosis and is widely used clinically. Dynamic contrast-enhanced MRI is the basis …
Breast cancer heterogeneity: MR imaging texture analysis and survival outcomes
Purpose To determine the relationship between tumor heterogeneity assessed by means of
magnetic resonance (MR) imaging texture analysis and survival outcomes in patients with …
magnetic resonance (MR) imaging texture analysis and survival outcomes in patients with …
How radiomics can improve breast cancer diagnosis and treatment
F Pesapane, P De Marco, A Rapino… - Journal of Clinical …, 2023 - mdpi.com
Recent technological advances in the field of artificial intelligence hold promise in
addressing medical challenges in breast cancer care, such as early diagnosis, cancer …
addressing medical challenges in breast cancer care, such as early diagnosis, cancer …
Magnetic resonance imaging texture analysis classification of primary breast cancer
Objectives Patient-tailored treatments for breast cancer are based on histological and
immunohistochemical (IHC) subtypes. Magnetic Resonance Imaging (MRI) texture analysis …
immunohistochemical (IHC) subtypes. Magnetic Resonance Imaging (MRI) texture analysis …
A software tool for automatic classification and segmentation of 2D/3D medical images
Modern medical diagnosis utilizes techniques of visualization of human internal organs (CT,
MRI) or of its metabolism (PET). However, evaluation of acquired images made by human …
MRI) or of its metabolism (PET). However, evaluation of acquired images made by human …
Integrated radiomic framework for breast cancer and tumor biology using advanced machine learning and multiparametric MRI
Radiomics deals with the high throughput extraction of quantitative textural information from
radiological images that not visually perceivable by radiologists. However, the biological …
radiological images that not visually perceivable by radiologists. However, the biological …