Novel classification of acute liver failure through clustering using a self-organizing map : usefulness for prediction of the outcome - Nakayama, Nobuaki; Oketani, Makoto; Kawamura, Yoshihiro; Inao, Mie; Nagoshi, Sumiko; Fujiwara, Kenji; Tsubouchi, Hirohito; Mochida, Satoshi (Journal of gastroenterology, 2011)
Keywords: Abdominal Surgery; Adult; Aged; Analysis; Artificial neural network; Biliary Tract; Cluster Analysis; Colorectal Surgery; Data Collection; Data-mining; Development and progression; Disease Progression; Female; Fulminant hepatitis; Gastroenterology; Hepatic encephalopathy; Hepatic Encephalopathy - physiopathology; Hepatitis; Hepatitis - physiopathology; Hepatology; Humans; Japan; Liver failure; Liver Failure, Acute - classification; Liver Failure, Acute - physiopathology; Liver Failure, Acute - therapy; Liver Transplantation; Male; Medicine; Medicine & Public Health; Middle Aged; Original Article—Liver; Outcome Assessment (Health Care) - methods; Pancreas; Surgical Oncology; Surveys; Survival Rate; Time Factors; Transplantation of organs, tissues, etc; Japan; Fulminant hepatitis; Data-mining; Artificial neural network; Hepatic encephalopathy; Liver transplantation