Optimizing ensemble machine learning models for accurate liver disease prediction in healthcare - El Atifi, W.; El Rhazouani, O.; Khan, Fida Muhammad; Sekkat, H. (PloS one, 2025)
Keywords: Accuracy; Algorithms; Asymptomatic; Cirrhosis; Classification; Computer and Information Sciences; Damage prevention; Data collection; Deep learning; Delivery of Health Care; Diagnosis; Diagnostic software; Drug abuse; Ensemble learning; Fatalities; Fatty liver; Feature selection; Genetic factors; Health aspects; Health care; Hepatitis; Hepatology; Humans; Learning algorithms; Liver cancer; Liver cirrhosis; Liver diseases; Liver Diseases - diagnosis; Machine Learning; Medical diagnosis; Medical personnel; Medicine and Health Sciences; Performance evaluation; Physical Sciences; Professional ethics; Recall; Research and Analysis Methods; Risk factors; Morocco; New Zealand