Factors affecting the value of diffusion-weighted imaging for identifying breast cancer patients with pathological complete response on neoadjuvant systemic therapy …
KJJ van der Hoogt, RJ Schipper, GA Winter-Warnars… - Insights into …, 2021 - Springer
This review aims to identify factors causing heterogeneity in breast DWI–MRI and their
impact on its value for identifying breast cancer patients with pathological complete …
impact on its value for identifying breast cancer patients with pathological complete …
[HTML][HTML] Clinical translation of quantitative magnetic resonance imaging biomarkers–An overview and gap analysis of current practice
PLH Cristinacce, S Keaveney, EO Aboagye, MG Hall… - Physica Medica, 2022 - Elsevier
Purpose This overview of the current landscape of quantitative magnetic resonance imaging
biomarkers (qMR IBs) aims to support the standardisation of academic IBs to assist their …
biomarkers (qMR IBs) aims to support the standardisation of academic IBs to assist their …
Machine learning with textural analysis of longitudinal multiparametric MRI and molecular subtypes accurately predicts pathologic complete response in patients with …
Purpose To predict pathological complete response (pCR) after neoadjuvant chemotherapy
using extreme gradient boosting (XGBoost) with MRI and non-imaging data at multiple …
using extreme gradient boosting (XGBoost) with MRI and non-imaging data at multiple …
Repeatability and reproducibility of ADC measurements: a prospective multicenter whole-body-MRI study
NF Michoux, JW Ceranka, J Vandemeulebroucke… - European …, 2021 - Springer
Objectives Multicenter oncology trials increasingly include MRI examinations with apparent
diffusion coefficient (ADC) quantification for lesion characterization and follow-up. However …
diffusion coefficient (ADC) quantification for lesion characterization and follow-up. However …
Characterization of high-grade prostate cancer at multiparametric MRI: assessment of PI-RADS version 2.1 and version 2 descriptors across 21 readers with varying …
Abstract Objective To assess PI-RADSv2. 1 and PI-RADSv2 descriptors across readers with
varying experience. Methods Twenty-one radiologists (7 experienced (≥ 5 years) seniors, 7 …
varying experience. Methods Twenty-one radiologists (7 experienced (≥ 5 years) seniors, 7 …
On the dependence of quantitative diffusion-weighted imaging on scanner system characteristics and acquisition parameters: A large multicenter and multiparametric …
Purpose The purpose of this multicenter phantom study was to exploit an innovative
approach, based on an extensive acquisition protocol and unsupervised clustering analysis …
approach, based on an extensive acquisition protocol and unsupervised clustering analysis …
Heterogeneity of multiple sclerosis lesions in fast diffusional kurtosis imaging
C Thaler, AA Kyselyova, TD Faizy, MT Nawka… - PLoS …, 2021 - journals.plos.org
Background Mean kurtosis (MK), one of the parameters derived from diffusion kurtosis
imaging (DKI), has shown increased sensitivity to tissue microstructure damage in several …
imaging (DKI), has shown increased sensitivity to tissue microstructure damage in several …
Same Brain, Different Look?—The Impact of Scanner, Sequence and Preprocessing on Diffusion Imaging Outcome Parameters
R Thieleking, R Zhang, M Paerisch, K Wirkner… - Journal of Clinical …, 2021 - mdpi.com
In clinical diagnostics and longitudinal studies, the reproducibility of MRI assessments is of
high importance in order to detect pathological changes, but developments in MRI hard-and …
high importance in order to detect pathological changes, but developments in MRI hard-and …
[HTML][HTML] Pre-trial quality assurance of diffusion-weighted MRI for radiomic analysis and the role of harmonisation
Purpose The aim of this study was to perform a quantitative quality assurance of diffusion-
weighted MRI to assess the variability of the mean apparent diffusion coefficient (ADC) and …
weighted MRI to assess the variability of the mean apparent diffusion coefficient (ADC) and …
Computer-aided diagnosis system for characterizing ISUP grade≥ 2 prostate cancers at multiparametric MRI: A cross-vendor evaluation
S Transin, R Souchon, C Gonindard-Melodelima… - Diagnostic and …, 2019 - Elsevier
Purpose To assess the performance of a computer-aided diagnosis (CADx) system trained
at characterizing International Society of Urological Pathology (ISUP) grade≥ 2 peripheral …
at characterizing International Society of Urological Pathology (ISUP) grade≥ 2 peripheral …