Deep learning in radiology: An overview of the concepts and a survey of the state of the art with focus on MRI
Deep learning is a branch of artificial intelligence where networks of simple interconnected
units are used to extract patterns from data in order to solve complex problems. Deep …
units are used to extract patterns from data in order to solve complex problems. Deep …
Accuracy of the liver imaging reporting and data system in computed tomography and magnetic resonance image analysis of hepatocellular carcinoma or overall …
Background & Aims The Liver Imaging Reporting and Data System (LI-RADS) categorizes
observations from imaging analyses of high-risk patients based on the level of suspicion for …
observations from imaging analyses of high-risk patients based on the level of suspicion for …
Preoperative radiomics nomogram for microvascular invasion prediction in hepatocellular carcinoma using contrast-enhanced CT
X Ma, J Wei, D Gu, Y Zhu, B Feng, M Liang, S Wang… - European …, 2019 - Springer
Objectives To develop and validate a radiomics nomogram for preoperative prediction of
microvascular invasion (MVI) in patients with hepatocellular carcinoma (HCC). Methods The …
microvascular invasion (MVI) in patients with hepatocellular carcinoma (HCC). Methods The …
Safety and efficacy of robotic vs open liver resection for hepatocellular carcinoma
Importance Long-term oncologic outcomes of robotic surgery remain a hotly debated topic in
surgical oncology, but sparse data have been published thus far. Objective To analyze short …
surgical oncology, but sparse data have been published thus far. Objective To analyze short …
[HTML][HTML] Noninvasive imaging of hepatocellular carcinoma: From diagnosis to prognosis
HY Jiang, J Chen, CC Xia, LK Cao… - World journal of …, 2018 - ncbi.nlm.nih.gov
Hepatocellular carcinoma (HCC) is the most common primary liver cancer and a major
public health problem worldwide. Hepatocarcinogenesis is a complex multistep process at …
public health problem worldwide. Hepatocarcinogenesis is a complex multistep process at …
LI-RADS: a conceptual and historical review from its beginning to its recent integration into AASLD clinical practice guidance
KM Elsayes, AZ Kielar, V Chernyak… - Journal of …, 2019 - Taylor & Francis
The Liver Imaging Reporting and Data System (LI-RADS®) is a comprehensive system for
standardizing the terminology, technique, interpretation, reporting, and data collection of …
standardizing the terminology, technique, interpretation, reporting, and data collection of …
Abbreviated MRI for hepatocellular carcinoma screening and surveillance
To detect potentially curable hepatocellular carcinoma (HCC), clinical practice guidelines
recommend semiannual surveillance US of the liver in adult patients at risk for developing …
recommend semiannual surveillance US of the liver in adult patients at risk for developing …
Radiomics in hepatocellular carcinoma: a quantitative review
T Wakabayashi, F Ouhmich, C Gonzalez-Cabrera… - Hepatology …, 2019 - Springer
Radiomics is an emerging field which extracts quantitative radiology data from medical
images and explores their correlation with clinical outcomes in a non-invasive manner. This …
images and explores their correlation with clinical outcomes in a non-invasive manner. This …
Validated imaging biomarkers as decision-making tools in clinical trials and routine practice: current status and recommendations from the EIBALL* subcommittee of …
NM deSouza, E Achten, A Alberich-Bayarri… - Insights into …, 2019 - Springer
Observer-driven pattern recognition is the standard for interpretation of medical images. To
achieve global parity in interpretation, semi-quantitative scoring systems have been …
achieve global parity in interpretation, semi-quantitative scoring systems have been …
Combined hepatocellular cholangiocarcinoma: LI-RADS v2017 categorisation for differential diagnosis and prognostication on gadoxetic acid-enhanced MR imaging
Objectives To investigate the performance of the Liver Imaging Reporting and Data System
(LI-RADS) v2017 for combined hepatocellular cholangiocarcinoma (cHCC-CCA) in the …
(LI-RADS) v2017 for combined hepatocellular cholangiocarcinoma (cHCC-CCA) in the …