Radiomics and Radiogenomics in Pelvic Oncology: Current Applications and Future Directions

NJ O'Sullivan, ME Kelly - Current Oncology, 2023 - mdpi.com
… of radiomics that combines conventional radiomics techniques … of a radiomics signature
based on nine MRI-derived radiomics … susceptibility in patients with bladder cancer [48]. While …

Development and Validation of Multiparametric MRI–based Radiomics Models for Preoperative Risk Stratification of Endometrial Cancer

TL Lefebvre, Y Ueno, A Dohan, A Chatterjee… - Radiology, 2022 - pubs.rsna.org
… imaging file including the pelvic MRI examinations, histologic … , having preoperative
MRIderived radiomics risk stratification … study suggests that the proposed technique may provide …

MRI-derived radiomics analysis improves the noninvasive pretreatment identification of multimodality therapy candidates with early-stage cervical cancer

Y Li, J Ren, JJ Yang, Y Cao, C Xia, EYP Lee… - European …, 2022 - Springer
… analysis were developed to facilitate clinical application. … an approach combining radiomics
features and clinical parameters … A total of 141 patients underwent pelvic MRI using a clinical

MRI-based radiomics: promise for locally advanced cervical cancer treated with a tailored integrated therapeutic approach

C Laliscia, A Gadducci, R Mattioni, F Orlandi… - Tumori …, 2022 - journals.sagepub.com
… with pelvic and/or para-aortic positive node, the use of a … The results showed that MRI-derived
Rad score was a better … Moreover, for each patient with cervical cancer, the radiomic score …

Radiomics from multisite MRI and clinical data to predict clinically significant prostate cancer

W Krauss, J Frey, J Heydorn Lagerlöf… - Acta …, 2024 - journals.sagepub.com
MRI-derived radiomics may support the diagnosis of csPCa. … T1-weighted images of the
pelvis. A detailed overview of used coil … The latter approach is in our opinion of particular interest …

Radiomics in oncology, part 2: Thoracic, genito-urinary, breast, neurological, hematologic and musculoskeletal applications

D Caruso, M Polici, M Zerunian, F Pucciarelli, G Guido… - Cancers, 2021 - mdpi.com
… In the evaluation of pelvic LN as a predictor of patient prognosis, Yan BC et al. [23] used a
… shrinkage and selection operator method (LASSO) and tested the radiomic model’s ability to …

An MRI-based radiomics signature and clinical characteristics for survival prediction in early-stage cervical cancer

R Zheng, M Cai, L Lan, XW Huang… - The British journal of …, 2022 - academic.oup.com
cancer patients, radical hysterectomy with bilateral pelvic … MRI-based radiomics score as
a novel approach for providing … estimation, suggesting its potential for a clinical application. …

The use of MRI-derived radiomic models in prostate cancer risk stratification: A critical review of contemporary literature

LM Huynh, Y Hwang, O Taylor, MJ Baine - Diagnostics, 2023 - mdpi.com
… imaging has facilitated the establishment of radiomics, a computer-based method of … the
current literature on the use of diagnostic MRI-derived radiomics in PCa risk stratification via …

Radiomics and prostate MRI: current role and future applications

G Cutaia, G La Tona, A Comelli, F Vernuccio… - Journal of …, 2021 - mdpi.com
… of prostate MRI for prostate cancer. A particular point of … prostate cancer foci may be detected
by using a pelvic phase … and needs validation to have a role in future clinical application. …

Combination of radiomics and machine learning with diffusion-weighted MR imaging for clinical outcome prognostication in cervical cancer

A Jajodia, A Gupta, H Prosch, M Mayerhoefer, S Mitra… - Tomography, 2021 - mdpi.com
… a pelvic MR examination for the evaluation of histopathologically diagnosed uterine cervical
… Pearson coefficient method of cut-off, the final set of features has 24 radiomics features listed…