Empowering Diagnostics: An Ensemble Machine Learning Model for Early Liver Disease Detection

Early and accurate detection of liver disease is critical to improving patient outcomes yet remains challenging due to class imbalance and noisy clinical data. In this study, we present a robust ensemble learning framework applied to the Indian Liver Patient Dataset, incorporating systematic data c...

詳細記述

書誌詳細

出版年:	Al-Iraqia Journal for Scientific Engineering Research
主要な著者:	Abdulrahman Ahmed Jasim, Hajer Alwindawi, Layth Rafea Hazim
フォーマット:	論文
言語:	英語
出版事項:	Al-Iraqia University - College of Engineering 2025-06-01
主題:	Telemedicine, Artificial Intelligence (AI), Machine Learning, Stacking Classifier, Liver Diseases
オンライン･アクセス:	https://ijser.aliraqia.edu.iq/index.php/ijser/article/view/314