Prediction of histopathologic growth patterns of colorectal liver metastases with a noninvasive imaging method
J Cheng, J Wei, T Tong, W Sheng, Y Zhang… - Annals of Surgical …, 2019 - Springer
… liver metastases is a predictor of poor prognosis.1,2 Liver resection confers the best prognosis
for long-term survival in patients with colorectal liver metastases (… However, predicting and …
for long-term survival in patients with colorectal liver metastases (… However, predicting and …
Liver imaging features by convolutional neural network to predict the metachronous liver metastasis in stage I-III colorectal cancer patients based on preoperative …
… CNN generated imaging features from the liver parenchyma. … prediction models for 5-year
metachronous liver metastasis (… (mean AUC = 0.747) to predict 5YLM, compared to the model …
metachronous liver metastasis (… (mean AUC = 0.747) to predict 5YLM, compared to the model …
[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
… To better select patients with colorectal liver metastases (CRLM) for an … imaging features.
This systematic review aims to investigate the current state and potential of radiomics to predict …
This systematic review aims to investigate the current state and potential of radiomics to predict …
[HTML][HTML] Establishment of a new non-invasive imaging prediction model for liver metastasis in colon cancer
… is to investigate different CT algorithms and imaging sequences for prediction of LM in CC
… a new prediction model based on CT image that can successfully and accurately predict the …
… a new prediction model based on CT image that can successfully and accurately predict the …
[HTML][HTML] Advanced imaging to predict response to chemotherapy in colorectal liver metastases–a systematic review
RCJ Beckers, DMJ Lambregts, MJ Lahaye, SX Rao… - HPB, 2018 - Elsevier
… review aimed at predicting response by imaging, while from a clinical perspective prediction
of non… are designed that focus on prediction of response as well as non-response to therapy. …
of non… are designed that focus on prediction of response as well as non-response to therapy. …
Predicting liver metastases growth patterns: Current status and future possibilities
RC Oliveira, H Alexandrino, MA Cipriano… - Seminars in cancer …, 2021 - Elsevier
… could aid in the prediction of the one present in the de novo liver metastases. Finally, we will
… non-colorectal cancer liver metastases and the HGP in extra-hepatic metastases. These will …
… non-colorectal cancer liver metastases and the HGP in extra-hepatic metastases. These will …
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
… are superior to RECIST in predicting chemotherapy response. Using pathological analysis,
we found in the present study that patients with multiple colorectal liver metastases showed a …
we found in the present study that patients with multiple colorectal liver metastases showed a …
Radiomics of liver metastases: a systematic review
… In the first group (radiomics of colorectal LM), we further distinguished four subgroups of
studies according to their endpoints: prediction of survival, prediction of response to …
studies according to their endpoints: prediction of survival, prediction of response to …
Whole liver CT texture analysis to predict the development of colorectal liver metastases—A multicentre study
RCJ Beckers, DMJ Lambregts, RS Schnerr… - European journal of …, 2017 - Elsevier
… features in predicting the development of liver metastases. The diagnostic performance of
different combinations of parameters was assessed using predicted probabilities derived from …
different combinations of parameters was assessed using predicted probabilities derived from …
Computed tomographic perfusion imaging for the prediction of response and survival to transarterial radioembolization of liver metastases
F Morsbach, T Pfammatter, CS Reiner… - Investigative …, 2013 - journals.lww.com
… The purpose of our study was to evaluate prospectively, in patients with liver metastases,
the ability of CT perfusion to predict the morphologic response and 1-year survival to TARE. …
the ability of CT perfusion to predict the morphologic response and 1-year survival to TARE. …