MRI radiomics model predicts pathologic complete response of rectal cancer following chemoradiotherapy

J Shin, N Seo, SE Baek, NH Son, JS Lim, NK Kim… - Radiology, 2022 - pubs.rsna.org
Background Preoperative assessment of pathologic complete response (pCR) in locally
advanced rectal cancer (LARC) after neoadjuvant chemoradiotherapy (nCRT) is …

Clinical utility of radiomics at baseline rectal MRI to predict complete response of rectal cancer after chemoradiation therapy

I Petkovska, F Tixier, EJ Ortiz, JS Golia Pernicka… - Abdominal …, 2020 - Springer
Purpose To investigate the value of T2-radiomics combined with anatomical MRI staging
criteria from pre-treatment rectal MRI in predicting complete response to neoadjuvant …

Radiomics analysis of multiparametric MRI for prediction of pathological complete response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer

Y Cui, X Yang, Z Shi, Z Yang, X Du, Z Zhao… - European radiology, 2019 - Springer
Objectives To develop and validate a radiomics predictive model based on pre-treatment
multiparameter magnetic resonance imaging (MRI) features and clinical features to predict a …

Predicting pathological complete response by comparing MRI‐based radiomics pre‐and postneoadjuvant radiotherapy for locally advanced rectal cancer

Y Li, W Liu, Q Pei, L Zhao, C Güngör, H Zhu… - Cancer …, 2019 - Wiley Online Library
Background Total mesorectal excision following neoadjuvant chemoradiotherapy (nCRT) is
recommended in the latest treatment of locally advanced rectal cancer (LARC). Objective To …

MRI radiomics independent of clinical baseline characteristics and neoadjuvant treatment modalities predicts response to neoadjuvant therapy in rectal cancer

M Song, S Li, H Wang, K Hu, F Wang, H Teng… - British Journal of …, 2022 - nature.com
Background To analyse the performance of multicentre pre-treatment MRI-based radiomics
(MBR) signatures combined with clinical baseline characteristics and neoadjuvant treatment …

Radiomics analysis for evaluation of pathological complete response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer

Z Liu, XY Zhang, YJ Shi, L Wang, HT Zhu, Z Tang… - Clinical Cancer …, 2017 - AACR
Purpose: To develop and validate a radiomics model for evaluating pathologic complete
response (pCR) to neoadjuvant chemoradiotherapy in patients with locally advanced rectal …

Does restaging MRI radiomics analysis improve pathological complete response prediction in rectal cancer patients? A prognostic model development

G Chiloiro, D Cusumano, P de Franco, J Lenkowicz… - La radiologia …, 2022 - Springer
Purpose Our study investigated the contribution that the application of radiomics analysis on
post-treatment magnetic resonance imaging can add to the assessments performed by an …

Predicting the tumor response to chemoradiotherapy for rectal cancer: model development and external validation using MRI radiomics

P Bulens, A Couwenberg, M Intven… - Radiotherapy and …, 2020 - Elsevier
Background In well-responding patients to chemoradiotherapy for locally advanced rectal
cancer (LARC), a watch-and-wait strategy can be considered. To implement organ-sparing …

Radiomics of MRI for pretreatment prediction of pathologic complete response, tumor regression grade, and neoadjuvant rectal score in patients with locally advanced …

H Shaish, A Aukerman, R Vanguri, A Spinelli… - European …, 2020 - Springer
Objective To investigate whether pretreatment MRI-based radiomics of locally advanced
rectal cancer (LARC) and/or the surrounding mesorectal compartment (MC) can predict …

MRI-based radiomics predicts tumor response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer

X Yi, Q Pei, Y Zhang, H Zhu, Z Wang, C Chen… - Frontiers in …, 2019 - frontiersin.org
Background: Conventional methods for predicting treatment response to neoadjuvant
chemoradiotherapy (nCRT) in patients with locally advanced rectal cancer (LARC) are …