AIMC Topic: Cholangiocarcinoma

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EDLM: Ensemble Deep Learning Model to Detect Mutation for the Early Detection of Cholangiocarcinoma.

Genes May 18, 2023
The most common cause of mortality and disability globally right now is cholangiocarcinoma, one of the worst forms of cancer that may affect people. When cholangiocarcinoma develops, the DNA of the bile duct cells is altered. Cholangiocarcinoma claim...
Humans Early Detection of Cancer Bile Duct Neoplasms Cholangiocarcinoma Bile Ducts, Intrahepatic Female Male Deep Learning
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A Deep Learning Workflow for Mass-Forming Intrahepatic Cholangiocarcinoma and Hepatocellular Carcinoma Classification Based on MRI.

Current oncology (Toronto, Ont.) Dec 30, 2022
OBJECTIVE: Precise classification of mass-forming intrahepatic cholangiocarcinoma (MF-ICC) and hepatocellular carcinoma (HCC) based on magnetic resonance imaging (MRI) is crucial for personalized treatment strategy. The purpose of the present study w...
Cholangiocarcinoma Humans Bile Ducts, Intrahepatic Sensitivity and Specificity Magnetic Resonance Imaging Deep Learning Workflow Liver Neoplasms Bile Duct Neoplasms Carcinoma, Hepatocellular
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CT-based deep learning enables early postoperative recurrence prediction for intrahepatic cholangiocarcinoma.

Scientific reports May 19, 2022
Preoperatively accurate evaluation of risk for early postoperative recurrence contributes to maximizing the therapeutic success for intrahepatic cholangiocarcinoma (iCCA) patients. This study aimed to investigate the potential of deep learning (DL) a...
Bile Ducts, Intrahepatic Deep Learning Bile Duct Neoplasms Humans Cholangiocarcinoma Retrospective Studies Tomography, X-Ray Computed
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Robot-Assisted Liver Resection and Cholecystectomy Using Indocyanine-Green for Intrahepatic Cholangiocarcinoma, in a Very Rare Anatomical Anomaly of 'Bipartite Liver'.

Surgical innovation Mar 20, 2022
Robotic hepatobiliary surgery has significantly developed worldwide with substantial clinical results. Hepatobiliary anatomical anomalies increase the complexity of hepatobiliary resection with a relevant risk of iatrogenic lesions. Among congenital ...
Cholecystectomy Robotics Indocyanine Green Hepatectomy Bile Duct Neoplasms Cholangiocarcinoma Bile Ducts, Intrahepatic Humans Liver
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Development and validation of a gradient boosting machine to predict prognosis after liver resection for intrahepatic cholangiocarcinoma.

BMC cancer Mar 11, 2022
BACKGROUND: Accurate prognosis assessment is essential for surgically resected intrahepatic cholangiocarcinoma (ICC) while published prognostic tools are limited by modest performance. We therefore aimed to establish a novel model to predict survival...
Retrospective Studies Female Aged Humans Machine Learning Hepatectomy Bile Duct Neoplasms Cholangiocarcinoma Male Middle Aged Risk Assessment
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A Multiparametric Fusion Deep Learning Model Based on DCE-MRI for Preoperative Prediction of Microvascular Invasion in Intrahepatic Cholangiocarcinoma.

Journal of magnetic resonance imaging : JMRI Feb 22, 2022
BACKGROUND: Assessment of microvascular invasion (MVI) in intrahepatic cholangiocarcinoma (ICC) by using a noninvasive method is an unresolved issue. Deep learning (DL) methods based on multiparametric fusion of MR images have the potential of preope...
Magnetic Resonance Imaging Sensitivity and Specificity Bile Duct Neoplasms Humans Cholangiocarcinoma Bile Ducts, Intrahepatic Retrospective Studies Male Female Deep Learning
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Editorial for "A Multi-Modality Fusion Deep Learning Model Based on DCE-MRI for Preoperative Prediction of Microvascular Invasion in Intrahepatic Cholangiocarcinoma".

Journal of magnetic resonance imaging : JMRI Feb 21, 2022
Bile Ducts, Intrahepatic Magnetic Resonance Imaging Bile Duct Neoplasms Cholangiocarcinoma Retrospective Studies Deep Learning Humans
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ASO Author Reflections: Mini-Invasive Hilar Cholangiocarcinoma Resection: Could Robots Be the Key?

Annals of surgical oncology Jan 10, 2022
Klatskin Tumor Bile Ducts, Intrahepatic Robotics Bile Duct Neoplasms Humans Cholangiocarcinoma
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Robotic Left Hepatectomy Extended to Caudate Lobe and Common Biliary Duct for Hilar Cholangiocarcinoma.

Annals of surgical oncology Jan 7, 2022
BACKGROUND: The safety and efficiency of minimally invasive approaches for liver resection have been confirmed (Wakabayashi in Ann Surg, 2015). However, laparoscopy suffers from several limitations due to technical difficulties, particularly for diff...
Robotics Robotic Surgical Procedures Hepatectomy Bile Duct Neoplasms Cholangiocarcinoma Klatskin Tumor Female Humans Middle Aged Liver
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Machine learning-based Radiomics analysis for differentiation degree and lymphatic node metastasis of extrahepatic cholangiocarcinoma.

BMC cancer Nov 24, 2021
BACKGROUND: Radiomics may provide more objective and accurate predictions for extrahepatic cholangiocarcinoma (ECC). In this study, we developed radiomics models based on magnetic resonance imaging (MRI) and machine learning to preoperatively predict...
Predictive Value of Tests Aged, 80 and over Area Under Curve Adult Male Retrospective Studies Sensitivity and Specificity Middle Aged Adenocarcinoma Neoplasm Grading Female Humans ROC Curve Lymphatic Metastasis Bile Duct Neoplasms Aged Machine Learning Magnetic Resonance Imaging Cholangiocarcinoma Algorithms
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