Radiomics and machine learning analysis by computed tomography and magnetic resonance imaging in colorectal liver metastases prognostic assessment
Objective The aim of this study was the evaluation radiomics analysis efficacy performed
using computed tomography (CT) and magnetic resonance imaging in the prediction of …
using computed tomography (CT) and magnetic resonance imaging in the prediction of …
[HTML][HTML] Radiomics and machine learning analysis based on magnetic resonance imaging in the assessment of colorectal liver metastases growth pattern
To assess Radiomics and Machine Learning Analysis in Liver Colon and Rectal Cancer
Metastases (CRLM) Growth Pattern, we evaluated, retrospectively, a training set of 51 …
Metastases (CRLM) Growth Pattern, we evaluated, retrospectively, a training set of 51 …
Radiomics and machine learning analysis based on magnetic resonance imaging in the assessment of liver mucinous colorectal metastases
Purpose The purpose of this study is to evaluate the Radiomics and Machine Learning
Analysis based on MRI in the assessment of Liver Mucinous Colorectal Metastases. Query …
Analysis based on MRI in the assessment of Liver Mucinous Colorectal Metastases. Query …
[HTML][HTML] Contrast MR-based radiomics and machine learning analysis to assess clinical outcomes following liver resection in colorectal liver metastases: a preliminary …
Simple Summary The objective of the study was to evaluate the radiomics features obtained
by contrast MRI studies as prognostic biomarkers in colorectal liver metastases patients to …
by contrast MRI studies as prognostic biomarkers in colorectal liver metastases patients to …
[HTML][HTML] CT-based radiomics analysis to predict histopathological outcomes following liver resection in colorectal liver metastases
Simple Summary The objective of the study was to assess the radiomic features obtained by
computed tomography (CT) examination as prognostic biomarkers in patients with colorectal …
computed tomography (CT) examination as prognostic biomarkers in patients with colorectal …
Radiomics textural features by MR imaging to assess clinical outcomes following liver resection in colorectal liver metastases
Purpose To assess the efficacy of radiomics features obtained by T2-weighted sequences to
predict clinical outcomes following liver resection in colorectal liver metastases patients …
predict clinical outcomes following liver resection in colorectal liver metastases patients …
Machine learning-based analysis of CT radiomics model for prediction of colorectal metachronous liver metastases
M Taghavi, S Trebeschi, R Simões, DB Meek… - Abdominal …, 2021 - Springer
Purpose Early identification of patients at risk of developing colorectal liver metastases can
help personalizing treatment and improve oncological outcome. The aim of this study was to …
help personalizing treatment and improve oncological outcome. The aim of this study was to …
[HTML][HTML] EOB-MR based radiomics analysis to assess clinical outcomes following liver resection in colorectal liver metastases
Simple Summary The aim of this study was to assess the efficacy of radiomics features
obtained by EOB-MRI phase in order to predict clinical outcomes following liver resection in …
obtained by EOB-MRI phase in order to predict clinical outcomes following liver resection in …
[HTML][HTML] Development and assessment of an individualized nomogram to predict colorectal cancer liver metastases
M Li, X Li, Y Guo, Z Miao, X Liu, S Guo… - Quantitative imaging in …, 2020 - ncbi.nlm.nih.gov
Background This article aims to develop and assess the radiomics paradigm for predicting
colorectal cancer liver metastasis (CRLM) from the primary tumor. Methods This …
colorectal cancer liver metastasis (CRLM) from the primary tumor. Methods 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 …
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