Explainable AI for Enhanced Interpretation of Liver Cirrhosis Biomarkers

G Arya, A Bagwari, H Saini, P Thakur… - IEEE …, 2023 - ieeexplore.ieee.org
Liver cirrhosis is a terminal pathological result of chronic liver damage, illicit drugs,
hepatotoxicity, and non-alcoholic steatohepatitis. Assessment of liver cirrhosis via non …

Artificial intelligence in liver imaging: methods and applications

P Zhang, C Gao, Y Huang, X Chen, Z Pan… - Hepatology …, 2024 - Springer
Liver disease is regarded as one of the major health threats to humans. Radiographic
assessments hold promise in terms of addressing the current demands for precisely …

[HTML][HTML] Explainable ensemble-based machine learning models for detecting the presence of cirrhosis in Hepatitis C patients

A Alotaibi, L Alnajrani, N Alsheikh, A Alanazy… - Computation, 2023 - mdpi.com
Hepatitis C is a liver infection caused by a virus, which results in mild to severe inflammation
of the liver. Over many years, hepatitis C gradually damages the liver, often leading to …

Artificial Intelligence in Liver Diseases: Recent Advances

F Lu, Y Meng, X Song, X Li, Z Liu, C Gu, X Zheng… - Advances in …, 2024 - Springer
Liver diseases cause a significant burden on public health worldwide. In spite of great
advances during recent years, there are still many challenges in the diagnosis and treatment …

[HTML][HTML] Explainable machine learning approach for hepatitis C diagnosis using SFS feature selection

AM Ali, MR Hassan, F Aburub, M Alauthman… - Machines, 2023 - mdpi.com
Hepatitis C is a significant public health concern, resulting in substantial morbidity and
mortality worldwide. Early diagnosis and effective treatment are essential to prevent the …

Revolutionizing Early Liver Disease Detection: Exploring Machine Learning and Ensemble Models

R Ashtagi, V Musale, VS Rajput… - International Journal of …, 2024 - ijisae.org
This study paper explores novel methods for early detection by integrating cutting-edge
machine learning techniques in response to the growing global health issue caused by liver …

Ultrasound image-based diagnosis of cirrhosis with an end-to-end deep learning model

H Yang, X Sun, Y Sun, L Cui, B Li - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Cirrhosis is a chronic liver disease that seriously jeopardizes the life and health of patients.
Currently, ultrasound (US) imaging is commonly used by the computer-aided diagnosis …

Application of artificial intelligence for the diagnosis and treatment of liver diseases

JC Ahn, A Connell, DA Simonetto, C Hughes… - …, 2021 - Wiley Online Library
Modern medical care produces large volumes of multimodal patient data, which many
clinicians struggle to process and synthesize into actionable knowledge. In recent years …

[HTML][HTML] Artificial intelligence for hepatitis evaluation

W Liu, X Liu, M Peng, GQ Chen, PH Liu… - World journal of …, 2021 - ncbi.nlm.nih.gov
Recently, increasing attention has been paid to the application of artificial intelligence (AI) to
the diagnosis of diverse hepatic diseases, which comprises traditional machine learning and …

Artificial intelligence applications in Hepatology

JM Schattenberg, N Chalasani, N Alkhouri - Clinical Gastroenterology and …, 2023 - Elsevier
Over the past two decades, the field of hepatology has witnessed major developments in
diagnostic tools, prognostic models, and treatment options making it one of the most …