Novel machine learning algorithm can identify patients at risk of poor overall survival following curative resection for colorectal liver metastases
I Amygdalos, G Müller‐Franzes… - Journal of Hepato …, 2023 - Wiley Online Library
Abstract Background/Purpose The primary cause of mortality in colorectal cancer is
metastatic disease. We investigated the ability of a machine learning (ML) algorithm to …
metastatic disease. We investigated the ability of a machine learning (ML) algorithm to …
Clinical Prediction Models for Prognosis of Colorectal Liver Metastases: A Comprehensive Review of Regression-Based and Machine Learning Models
S Kokkinakis, IA Ziogas, JD Llaque Salazar, DP Moris… - Cancers, 2024 - mdpi.com
Simple Summary Interest in stratification of prognosis for patients with colorectal liver
metastases is growing. Numerous clinical prediction models have been developed for this …
metastases is growing. Numerous clinical prediction models have been developed for this …
[HTML][HTML] Advanced image analytics predicting clinical outcomes in patients with colorectal liver metastases: A systematic review of the literature
NJ Wesdorp, VJ van Goor, R Kemna, EP Jansma… - Surgical oncology, 2021 - Elsevier
Background To better select patients with colorectal liver metastases (CRLM) for an optimal
selection of treatment strategy (ie local, systemic or combined treatment) new prognostic …
selection of treatment strategy (ie local, systemic or combined treatment) new prognostic …
Histopathological growth pattern in colorectal liver metastasis and the tumor immune microenvironment
C Zaharia, T Veen, D Lea, A Kanani, M Alexeeva… - Cancers, 2022 - mdpi.com
Simple Summary Liver metastases occur in almost half of patients with colorectal cancer,
either at the time of presentation (synchronous) or eventually as a metachronous recurrence …
either at the time of presentation (synchronous) or eventually as a metachronous recurrence …
Colorectal liver metastases patients prognostic assessment: prospects and limits of radiomics and radiogenomics
In this narrative review, we reported un up-to-date on the role of radiomics to assess
prognostic features, which can impact on the liver metastases patient treatment choice. In …
prognostic features, which can impact on the liver metastases patient treatment choice. In …
Strategies for the delay of surgery in the management of resectable hepatobiliary malignancies during the COVID-19 pandemic
Objective: We aimed to review data about delaying strategies for the management of
hepatobiliary cancers requiring surgery during the covid-19 pandemic. Background: Given …
hepatobiliary cancers requiring surgery during the covid-19 pandemic. Background: Given …
A transcriptomic signature that predicts cancer recurrence after hepatectomy in patients with colorectal liver metastases
Y Wada, M Shimada, Y Morine, T Ikemoto… - European Journal of …, 2022 - Elsevier
Background Cancer recurrence is an important predictor of survival outcomes in patients
with colorectal cancer-associated liver metastasis (CRLM), who undergo radical …
with colorectal cancer-associated liver metastasis (CRLM), who undergo radical …
[HTML][HTML] The role of tumour biological factors in technical anatomical resectability assessment of colorectal liver metastases following induction systemic treatment: an …
K Bolhuis, MJG Bond, MJ Van Amerongen… - European Journal of …, 2023 - Elsevier
Background Large inter-surgeon variability exists in technical anatomical resectability
assessment of colorectal cancer liver-only metastases (CRLM) following induction systemic …
assessment of colorectal cancer liver-only metastases (CRLM) following induction systemic …
The optimal cut‐off values for tumor size, number of lesions, and CEA levels in patients with surgically treated colorectal cancer liver metastases: An international …
Abstract Background and Objectives Despite the long‐standing consensus on the
importance of tumor size, tumor number and carcinoembryonic antigen (CEA) levels as …
importance of tumor size, tumor number and carcinoembryonic antigen (CEA) levels as …
A prognostic scoring system to predict survival outcome of resectable colorectal liver metastases in this modern era
W Liu, W Zhang, Y Xu, YH Li, BC Xing - Annals of Surgical Oncology, 2021 - Springer
Background An individualized treatment decision is based on the accurate evaluation of
clinical risk factors and prognosis for resectable colorectal liver metastases. The current …
clinical risk factors and prognosis for resectable colorectal liver metastases. The current …