Artificial intelligence-based risk stratification, accurate diagnosis and treatment prediction in gynecologic oncology

Y Jiang, C Wang, S Zhou - Seminars in cancer biology, 2023 - Elsevier
As data-driven science, artificial intelligence (AI) has paved a promising path toward an
evolving health system teeming with thrilling opportunities for precision oncology …

Multiparametric MRI for characterization of the tumour microenvironment

E Hoffmann, M Masthoff, WG Kunz… - Nature Reviews …, 2024 - nature.com
Our understanding of tumour biology has evolved over the past decades and cancer is now
viewed as a complex ecosystem with interactions between various cellular and non-cellular …

Prediction of deep myometrial infiltration, clinical risk category, histological type, and Lymphovascular Space Invasion in Women with Endometrial Cancer based on …

X Li, M Dessi, D Marcus, J Russell, EO Aboagye… - Cancers, 2023 - mdpi.com
Simple Summary Deep myometrial infiltration, clinical risk score, histological type, and
lymphovascular space invasion are important clinical variables that have significant …

Reproducibility of 2D versus 3D radiomics for quantitative assessment of fetal lung development: a retrospective fetal MRI study

ML Watzenboeck, BH Heidinger, J Rainer… - Insights into …, 2023 - Springer
Purpose To investigate the reproducibility of radiomics features extracted from two-
dimensional regions of interest (2D ROIs) versus whole lung (3D) ROIs in repeated in-vivo …

Preoperative imaging evaluation of Endometrial Cancer in FIGO 2023

A Kido, Y Himoto, Y Kurata… - Journal of Magnetic …, 2024 - Wiley Online Library
The staging of endometrial cancer is based on the International Federation of Gynecology
and Obstetrics (FIGO) staging system according to the examination of surgical specimens …

Tumor stiffness measurement at multifrequency MR elastography to predict lymphovascular space invasion in endometrial cancer

L Long, M Liu, X Deng, J Jin, M Cao, J Zhang, J Tao… - Radiology, 2024 - pubs.rsna.org
Background Pathologic lymphovascular space invasion (LVSI) is associated with poor
outcome in endometrial cancer. Its relationship with tumor stiffness, which can be measured …

Utility of the diffusion weighted sequence in gynecological imaging

A Bonde, E Andreazza Dal Lago, B Foster, S Javadi… - Cancers, 2022 - mdpi.com
Simple Summary Diffusion weighted imaging (DWI) is a magnetic resonance imaging
sequence with diverse clinical applications in malignant and nonmalignant gynecological …

[HTML][HTML] MR-based radiomics predicts CDK6 expression and prognostic value in high-grade glioma

C Sun, C Jiang, X Wang, S Ma, D Zhang, W Jia - Academic Radiology, 2024 - Elsevier
Rationale and Objectives This study aims to assess the prognostic value of Cyclin-
dependent kinases 6 (CDK6) expression levels and establish a machine learning-based …

Preoperative tumor texture analysis on MRI for high-risk disease prediction in endometrial cancer: a hypothesis-generating study

M Miccò, B Gui, L Russo, L Boldrini… - Journal of Personalized …, 2022 - mdpi.com
Objective: To develop and validate magnetic resonance (MR) imaging-based radiomics
models for high-risk endometrial cancer (EC) prediction preoperatively, to be able to …

[HTML][HTML] Radiomics analysis of multiparametric MRI for preoperative prediction of microsatellite instability status in endometrial cancer: a dual-center study

Y Jia, L Hou, J Zhao, J Ren, D Li, H Li, Y Cui - Frontiers in Oncology, 2024 - frontiersin.org
Objective To develop and validate a multiparametric MRI-based radiomics model for
prediction of microsatellite instability (MSI) status in patients with endometrial cancer (EC) …