Radiomics: the process and the challenges
“Radiomics” refers to the extraction and analysis of large amounts of advanced quantitative
imaging features with high throughput from medical images obtained with computed …
imaging features with high throughput from medical images obtained with computed …
Imaging biomarker roadmap for cancer studies
JPB O'connor, EO Aboagye, JE Adams… - Nature reviews Clinical …, 2017 - nature.com
Imaging biomarkers (IBs) are integral to the routine management of patients with cancer. IBs
used daily in oncology include clinical TNM stage, objective response and left ventricular …
used daily in oncology include clinical TNM stage, objective response and left ventricular …
PI-RADS prostate imaging–reporting and data system: 2015, version 2
Abstract The Prostate Imaging–Reporting and Data System Version 2 (PI-RADS™ v2) is the
product of an international collaboration of the American College of Radiology (ACR) …
product of an international collaboration of the American College of Radiology (ACR) …
Consensus recommendations for a standardized Brain Tumor Imaging Protocol in clinical trials
A recent joint meeting was held on January 30, 2014, with the US Food and Drug
Administration (FDA), National Cancer Institute (NCI), clinical scientists, imaging experts …
Administration (FDA), National Cancer Institute (NCI), clinical scientists, imaging experts …
Synopsis of the PI-RADS v2 guidelines for multiparametric prostate magnetic resonance imaging and recommendations for use
Rapid technical advances have enabled multiparametric magnetic resonance imaging
(mpMRI) combined with magnetic resonance (MR)–targeted biopsy to become valuable …
(mpMRI) combined with magnetic resonance (MR)–targeted biopsy to become valuable …
Quantitative imaging biomarkers alliance (QIBA) recommendations for improved precision of DWI and DCE‐MRI derived biomarkers in multicenter oncology trials
A Shukla‐Dave, NA Obuchowski… - Journal of Magnetic …, 2019 - Wiley Online Library
Physiological properties of tumors can be measured both in vivo and noninvasively by
diffusion‐weighted imaging and dynamic contrast‐enhanced magnetic resonance imaging …
diffusion‐weighted imaging and dynamic contrast‐enhanced magnetic resonance imaging …
Clinical intravoxel incoherent motion and diffusion MR imaging: past, present, and future
M Iima, D Le Bihan - Radiology, 2016 - pubs.rsna.org
The concept of diffusion magnetic resonance (MR) imaging emerged in the mid-1980s,
together with the first images of water diffusion in the human brain, as a way to probe tissue …
together with the first images of water diffusion in the human brain, as a way to probe tissue …
Diffusion-weighted MR imaging of the liver
Magnetic resonance (MR) imaging plays an increasingly important role in the evaluation of
patients with liver disease because of its high contrast resolution, lack of ionizing radiation …
patients with liver disease because of its high contrast resolution, lack of ionizing radiation …
Improving tumour heterogeneity MRI assessment with histograms
N Just - British journal of cancer, 2014 - nature.com
By definition, tumours are heterogeneous. They are defined by marked differences in cells,
microenvironmental factors (oxygenation levels, pH, VEGF, VPF and TGF-α) metabolism …
microenvironmental factors (oxygenation levels, pH, VEGF, VPF and TGF-α) metabolism …
Radiomics in brain tumor: image assessment, quantitative feature descriptors, and machine-learning approaches
Radiomics describes a broad set of computational methods that extract quantitative features
from radiographic images. The resulting features can be used to inform imaging diagnosis …
from radiographic images. The resulting features can be used to inform imaging diagnosis …