Models and methods for analyzing DCE‐MRI: A review
Purpose: To present a review of most commonly used techniques to analyze dynamic
contrast‐enhanced magnetic resonance imaging (DCE‐MRI), discusses their strengths and …
contrast‐enhanced magnetic resonance imaging (DCE‐MRI), discusses their strengths and …
Multimodality imaging for evaluating response to neoadjuvant chemotherapy in breast cancer
GM Rauch, BE Adrada, HM Kuerer… - American Journal of …, 2017 - Am Roentgen Ray Soc
OBJECTIVE. Neoadjuvant chemotherapy is becoming the standard of care for patients with
locally advanced breast cancer. Conventional imaging modalities used for the assessment …
locally advanced breast cancer. Conventional imaging modalities used for the assessment …
Impact of machine learning with multiparametric magnetic resonance imaging of the breast for early prediction of response to neoadjuvant chemotherapy and survival …
A Tahmassebi, GJ Wengert, TH Helbich… - Investigative …, 2019 - journals.lww.com
Purpose The aim of this study was to assess the potential of machine learning with
multiparametric magnetic resonance imaging (mpMRI) for the early prediction of …
multiparametric magnetic resonance imaging (mpMRI) for the early prediction of …
Intratumor partitioning and texture analysis of dynamic contrast‐enhanced (DCE)‐MRI identifies relevant tumor subregions to predict pathological response of breast …
Purpose To predict pathological response of breast cancer to neoadjuvant chemotherapy
(NAC) based on quantitative, multiregion analysis of dynamic contrast enhancement …
(NAC) based on quantitative, multiregion analysis of dynamic contrast enhancement …
Multiparametric magnetic resonance imaging for predicting pathological response after the first cycle of neoadjuvant chemotherapy in breast cancer
Objectives The purpose of this study was to determine whether multiparametric magnetic
resonance imaging (MRI) using dynamic contrast-enhanced MRI (DCE-MRI) and diffusion …
resonance imaging (MRI) using dynamic contrast-enhanced MRI (DCE-MRI) and diffusion …
[HTML][HTML] Early prediction and evaluation of breast cancer response to neoadjuvant chemotherapy using quantitative DCE-MRI
A Tudorica, KY Oh, SYC Chui, N Roy, ML Troxell… - Translational …, 2016 - Elsevier
The purpose is to compare quantitative dynamic contrast-enhanced (DCE) magnetic
resonance imaging (MRI) metrics with imaging tumor size for early prediction of breast …
resonance imaging (MRI) metrics with imaging tumor size for early prediction of breast …
Machine learning with magnetic resonance imaging for prediction of response to neoadjuvant chemotherapy in breast cancer: A systematic review and meta-analysis
X Liang, X Yu, T Gao - European Journal of Radiology, 2022 - Elsevier
Purpose The aim of this meta-analysis was to determine the diagnostic accuracy of machine
learning (ML) models with MRI in predicting pathological response to neoadjuvant …
learning (ML) models with MRI in predicting pathological response to neoadjuvant …
[HTML][HTML] Machine learning with multiparametric magnetic resonance imaging of the breast for early prediction of response to neoadjuvant chemotherapy
In patients with locally advanced breast cancer undergoing neoadjuvant chemotherapy
(NAC), some patients achieve a complete pathologic response (pCR), some achieve a …
(NAC), some patients achieve a complete pathologic response (pCR), some achieve a …
Predicting the response of breast cancer to neoadjuvant therapy using a mechanically coupled reaction–diffusion model
Although there are considerable data on the use of mathematical modeling to describe
tumor growth and response to therapy, previous approaches are often not of the form that …
tumor growth and response to therapy, previous approaches are often not of the form that …
[HTML][HTML] The diagnostic performance of DCE-MRI in evaluating the pathological response to neoadjuvant chemotherapy in breast cancer: a meta-analysis
Q Cheng, J Huang, J Liang, M Ma, K Ye, C Shi… - Frontiers in …, 2020 - frontiersin.org
Background: Neoadjuvant chemotherapy (NAC) is commonly utilized in preoperative
treatment for local breast cancer, and it gives high clinical response rates and can result in …
treatment for local breast cancer, and it gives high clinical response rates and can result in …