Whole slide imaging and its applications to histopathological studies of liver disorders
Histological analysis of hepatic tissue specimens is essential for evaluating the pathology of
several liver disorders such as chronic liver diseases, hepatocellular carcinomas, liver …
several liver disorders such as chronic liver diseases, hepatocellular carcinomas, liver …
[HTML][HTML] Deep-learning-based accurate hepatic steatosis quantification for histological assessment of liver biopsies
Hepatic steatosis droplet quantification with histology biopsies has high clinical significance
for risk stratification and management of patients with fatty liver diseases and in the decision …
for risk stratification and management of patients with fatty liver diseases and in the decision …
Training of deep convolutional neural networks to identify critical liver alterations in histopathology image samples
Nonalcoholic fatty liver disease (NAFLD) is responsible for a wide range of pathological
disorders. It is characterized by the prevalence of steatosis, which results in excessive …
disorders. It is characterized by the prevalence of steatosis, which results in excessive …
Liver steatosis segmentation with deep learning methods
Liver steatosis is known as the abnormal accumulation of lipids within cells. An accurate
quantification of steatosis area within the liver histopathological microscopy images plays an …
quantification of steatosis area within the liver histopathological microscopy images plays an …
Transfer learning versus custom CNN architectures in NAFLD biopsy images
Nonalcoholic fatty liver disease (NAFLD) is one of the most frequent liver conditions
representing a wide range of intrahepatic disorders, varying from steatosis to nonalcoholic …
representing a wide range of intrahepatic disorders, varying from steatosis to nonalcoholic …
Quantitative assessment of liver fibrosis by digital image analysis reveals correlation with qualitative clinical fibrosis staging in liver transplant patients
Technologies for digitizing tissues provide important quantitative data for liver
histopathology investigation. We aimed to assess liver fibrosis degree with quantitative …
histopathology investigation. We aimed to assess liver fibrosis degree with quantitative …
[HTML][HTML] An evolutionary algorithm-based optimization method for the classification and quantification of steatosis prevalence in liver biopsy images
Non-alcoholic fatty liver disease (NAFLD) covers a range of chronic medical conditions
varying from hepatocellular inflammation which characterizes nonalcoholic steatohepatitis …
varying from hepatocellular inflammation which characterizes nonalcoholic steatohepatitis …