Classification of the Stages of Nonalcoholic Steatohepatitis via Federated General Visual Representation Learning
M Nergiz - International Journal of Imaging Systems and …, 2024 - Wiley Online Library
The excess buildup of fat within a patient's liver, even in the absence of any previous alcohol
consumption, defines nonalcoholic fatty liver disease (NAFLD). Accurate classification of …
consumption, defines nonalcoholic fatty liver disease (NAFLD). Accurate classification of …
An unsupervised transfer learning model based on convolutional auto encoder for non-alcoholic steatohepatitis activity scoring and fibrosis staging of liver …
Non-alcoholic fatty liver disease (NAFLD) is one of the most frequent chronic liver diseases
worldwide. Non-alcoholic steatohepatitis (NASH) is a progressive type of NAFLD that may …
worldwide. Non-alcoholic steatohepatitis (NASH) is a progressive type of NAFLD that may …
Artificial Intelligence in NAFLD Diagnosis
JC Ahn, S Gawrieh - Need-to-Know NAFLD - taylorfrancis.com
This chapter provides an overview of artificial intelligence (AI) and highlights some important
and up-to-date applications of AI in nonalcoholic fatty liver disease (NAFLD). Given the high …
and up-to-date applications of AI in nonalcoholic fatty liver disease (NAFLD). Given the high …
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 …
Artificial intelligence and deep learning: New tools for histopathological diagnosis of nonalcoholic fatty liver disease/nonalcoholic steatohepatitis
Y Takahashi, E Dungubat, H Kusano… - Computational and …, 2023 - Elsevier
Nonalcoholic fatty liver disease (NAFLD)/nonalcoholic steatohepatitis (NASH) is associated
with metabolic syndrome and is rapidly increasing globally with the increased prevalence of …
with metabolic syndrome and is rapidly increasing globally with the increased prevalence of …
Contrastive Learning Embedded Siamese Neural Network for the Assessment of Fatty Liver
This paper presents an self-supervised Siamese neural network (SNN) for identification and
classification of fatty liver severity. SNN is used for self-supervision tasks for being …
classification of fatty liver severity. SNN is used for self-supervision tasks for being …
A Novel and Robust Fatty Liver Recognition Method Based on Hybrid Generative Adversarial Networks on Ultrasound Images
G Paul, G Ramkumar - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The liver is the biggest gland in the body and is responsible for a wide variety of processes.
The digestive system breaks down the food and liquids a person consumes so that the body …
The digestive system breaks down the food and liquids a person consumes so that the body …
Deep Learning Approach for Non-Alcoholic Fatty Liver Recognition
CC Peng, JM Lin - 2023 IEEE 5th Eurasia Conference on …, 2023 - ieeexplore.ieee.org
Non-alcoholic fatty liver disease (NAFLD) is recognized as a burden on healthcare. In this
study, we employed transfer learning with artificial intelligence to fine-tune a model using an …
study, we employed transfer learning with artificial intelligence to fine-tune a model using an …
Improving nonalcoholic fatty liver disease classification performance with latent diffusion models
R Hardy, J Klepich, R Mitchell, S Hall, J Villareal… - Scientific Reports, 2023 - nature.com
Integrating deep learning with clinical expertise holds great potential for addressing
healthcare challenges and empowering medical professionals with improved diagnostic …
healthcare challenges and empowering medical professionals with improved diagnostic …
A deep learning approach for classifying nonalcoholic steatohepatitis patients from nonalcoholic fatty liver disease patients using electronic medical records
Nonalcoholic Steatohepatitis (NASH), an advanced stage of Nonalcoholic Fatty Liver
Disease (NAFLD) causes liver inflammation and can lead to cirrhosis. In this paper, we …
Disease (NAFLD) causes liver inflammation and can lead to cirrhosis. In this paper, we …