Radiogenomics: bridging imaging and genomics
From diagnostics to prognosis to response prediction, new applications for radiomics are
rapidly being developed. One of the fastest evolving branches involves linking imaging …
rapidly being developed. One of the fastest evolving branches involves linking imaging …
Precision medicine and radiogenomics in breast cancer: new approaches toward diagnosis and treatment
Precision medicine is medicine optimized to the genotypic and phenotypic characteristics of
an individual and, when present, his or her disease. It has a host of targets, including genes …
an individual and, when present, his or her disease. It has a host of targets, including genes …
Association of peritumoral radiomics with tumor biology and pathologic response to preoperative targeted therapy for HER2 (ERBB2)–positive breast cancer
Importance There has been significant recent interest in understanding the utility of
quantitative imaging to delineate breast cancer intrinsic biological factors and therapeutic …
quantitative imaging to delineate breast cancer intrinsic biological factors and therapeutic …
Quantitative MRI radiomics in the prediction of molecular classifications of breast cancer subtypes in the TCGA/TCIA data set
Using quantitative radiomics, we demonstrate that computer-extracted magnetic resonance
(MR) image-based tumor phenotypes can be predictive of the molecular classification of …
(MR) image-based tumor phenotypes can be predictive of the molecular classification of …
A machine learning approach to radiogenomics of breast cancer: a study of 922 subjects and 529 DCE-MRI features
Background Recent studies showed preliminary data on associations of MRI-based imaging
phenotypes of breast tumours with breast cancer molecular, genomic, and related …
phenotypes of breast tumours with breast cancer molecular, genomic, and related …
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 …
Radiogenomics: what it is and why it is important
MA Mazurowski - Journal of the American College of Radiology, 2015 - Elsevier
In recent years, a new direction in cancer research has emerged that focuses on the
relationship between imaging phenotypes and genomics. This direction is referred to as …
relationship between imaging phenotypes and genomics. This direction is referred to as …
The crucial role of multiomic approach in cancer research and clinically relevant outcomes
M Lu, X Zhan - EPMA Journal, 2018 - Springer
Cancer with heavily economic and social burden is the hot point in the field of medical
research. Some remarkable achievements have been made; however, the exact …
research. Some remarkable achievements have been made; however, the exact …
Prostate cancer radiogenomics—from imaging to molecular characterization
Radiomics and genomics represent two of the most promising fields of cancer research,
designed to improve the risk stratification and disease management of patients with prostate …
designed to improve the risk stratification and disease management of patients with prostate …
Background, current role, and potential applications of radiogenomics
K Pinker, F Shitano, E Sala, RK Do… - Journal of Magnetic …, 2018 - Wiley Online Library
With the genomic revolution in the early 1990s, medical research has been driven to study
the basis of human disease on a genomic level and to devise precise cancer therapies …
the basis of human disease on a genomic level and to devise precise cancer therapies …