Synchronous liver metastasis (SLM) remains a major challenge for rectal cancer. Early
detection of SLM is a key factor to improve the survival rate of rectal cancer. In this radiomics …

At the time of diagnosis, approximately 15%‐20% of patients with rectal cancer (RC)
presented synchronous liver metastasis (SLM), which is the most common cause of death in …

Objectives To establish and validate a machine learning-based CT radiomics model to
predict metachronous liver metastasis (MLM) in patients with colorectal cancer. Methods In …

Rationale and Objectives To use machine learning-based magnetic resonance imaging
radiomics to predict metachronous liver metastases (MLM) in patients with rectal cancer …

BACKGROUND Synchronous liver metastasis (SLM) is an indicator of poor prognosis for
colorectal cancer (CRC). Nearly 50% of CRC patients develop hepatic metastasis, with 15 …

Background This article aims to develop and assess the radiomics paradigm for predicting
colorectal cancer liver metastasis (CRLM) from the primary tumor. Methods This …

Objectives To investigate the value of MRI radiomics based on T2-weighted (T2W) images in
predicting preoperative synchronous distant metastasis (SDM) in patients with rectal cancer …

Purpose: Developing an MRI-based radiomics model to effectively and accurately predict
the predominant histopathologic growth patterns (HGPs) of colorectal liver metastases …

Purpose To establish and validate two predictive radiomics models for preoperative
prediction of lymph node metastases (LNMs) and tumor deposits (TDs) respectively in rectal …

Purpose To establish and evaluate multiregional T2-weighted imaging (T2WI)-based clinical-
radiomics model for predicting lymph node metastasis (LNM) and prognosis in patients with …