Accurate diagnosis of liver diseases through the application of deep convolutional neural network on biopsy images

Accurate diagnosis of liver diseases through the application of deep convolutional neural network on biopsy images

Accurate detection of non-alcoholic fatty liver disease (NAFLD) through biopsies is challenging. Manual detection of the disease is not only prone to human error but is also time-consuming. Using artificial intelligence and deep learning, we have successfully demonstrated the issues of the manual de...

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Bibliographic Details
Main Authors: Soumyajit Podder, Abhishek Mallick, Sudipta Das, Kartik Sau, Arijit Roy
Format: Article
Language:English
Published: AIMS Press 2023-11-01
Series:AIMS Biophysics
Subjects:
hepatic steatosis
deep learning
convolutional neural network
biopsy images
scoring of liver
instance segmentation
Online Access:https://www.aimspress.com/article/doi/10.3934/biophy.2023026?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/biophy.2023026?viewType=HTML

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