Explainable Artificial Intelligence for Diagnosis and Staging of Liver Cirrhosis Using Stacked Ensemble and Multi-Task Learning

Explainable Artificial Intelligence for Diagnosis and Staging of Liver Cirrhosis Using Stacked Ensemble and Multi-Task Learning

<b>Background/Objectives</b>: Liver cirrhosis is a critical chronic condition with increasing global mortality and morbidity rates, emphasizing the necessity for early and accurate diagnosis. This study proposes a comprehensive deep-learning framework for the automatic diagnosis and stag...

Full description

Saved in:
Bibliographic Details
Main Author: Serkan Savaş
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Diagnostics
Subjects:
liver cirrhosis
explainable artificial intelligence (XAI)
stacked ensemble learning
multi-task learning (MTL)
transfer learning
Grad-CAM
Online Access:https://www.mdpi.com/2075-4418/15/9/1177
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://www.mdpi.com/2075-4418/15/9/1177

Similar Items