Deep learningassisted magnetic resonance imaging prediction of tumor response to chemotherapy in patients with colorectal liver metastases
HB Zhu, D Xu, M Ye, L Sun, XY Zhang… - … Journal of Cancer, 2021 - Wiley Online Library
Accurate evaluation of tumor response to preoperative chemotherapy is crucial for assigning
appropriate patients with colorectal liver metastases (CRLM) to surgery or conservative …
appropriate patients with colorectal liver metastases (CRLM) to surgery or conservative …
[HTML][HTML] Deep radiomics-based fusion model for prediction of bevacizumab treatment response and outcome in patients with colorectal cancer liver metastases: a …
S Zhou, D Sun, W Mao, Y Liu, W Cen, L Ye… - …, 2023 - thelancet.com
Background Accurate tumour response prediction to targeted therapy allows for
personalised conversion therapy for patients with unresectable colorectal cancer liver …
personalised conversion therapy for patients with unresectable colorectal cancer liver …
Deep learningbased radiomics predicts response to chemotherapy in colorectal liver metastases
J Wei, J Cheng, D Gu, F Chai, N Hong, Y Wang… - Medical …, 2021 - Wiley Online Library
Purpose The purpose of this study was to develop and validate a deep learning (DL)based
radiomics model to predict the response to chemotherapy in colorectal liver metastases …
radiomics model to predict the response to chemotherapy in colorectal liver metastases …
Novel machine learning algorithm can identify patients at risk of poor overall survival following curative resection for colorectal liver metastases
I Amygdalos, G MüllerFranzes… - 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 …
A novel machine-learning approach to predict recurrence after resection of colorectal liver metastases
Background Surgical resection of hepatic metastases remains the only potentially curative
treatment option for patients with colorectal liver metastases (CRLM). Widely adopted …
treatment option for patients with colorectal liver metastases (CRLM). Widely adopted …
Predicting the response to FOLFOX-based chemotherapy regimen from untreated liver metastases on baseline CT: a deep neural network approach
A Maaref, FP Romero, E Montagnon, M Cerny… - Journal of digital …, 2020 - Springer
In developed countries, colorectal cancer is the second cause of cancer-related mortality.
Chemotherapy is considered a standard treatment for colorectal liver metastases (CLM) …
Chemotherapy is considered a standard treatment for colorectal liver metastases (CLM) …
A New Automated Prognostic Prediction Method Based on Multi-Sequence Magnetic Resonance Imaging for Hepatic Resection of Colorectal Cancer Liver …
Colorectal cancer is a prevalent and life-threatening disease, where colorectal cancer liver
metastasis (CRLM) exhibits the highest mortality rate. Currently, surgery stands as the most …
metastasis (CRLM) exhibits the highest mortality rate. Currently, surgery stands as the most …
A predictive model for early recurrence of colorectal-cancer liver metastases based on clinical parameters
S Dai, Y Ye, X Kong, J Li, K Ding - Gastroenterology Report, 2021 - academic.oup.com
Background The prognosis for patients with colorectal-cancer liver metastases (CRLM) after
curative surgery remains poor and shows great heterogeneity. Early recurrence, defined as …
curative surgery remains poor and shows great heterogeneity. Early recurrence, defined as …
An innovative radiomics approach to predict response to chemotherapy of liver metastases based on CT images
Liver metastases (mts) from colorectal cancer (CRC) can have different responses to
chemotherapy in the same patient. The aim of this study is to develop and validate a …
chemotherapy in the same patient. The aim of this study is to develop and validate a …
[HTML][HTML] Association of CT-based delta radiomics biomarker with progression-free survival in patients with colorectal liver metastases undergo chemotherapy
S Ye, Y Han, XM Pan, KX Niu, YT Liao… - Frontiers in …, 2022 - frontiersin.org
Predicting the prognosis of patients in advance is conducive to providing personalized
treatment for patients. Our aim was to predict the therapeutic efficacy and progression free …
treatment for patients. Our aim was to predict the therapeutic efficacy and progression free …
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