Artificial Intelligence in Liver Diseases: Recent Advances

被引:0
|
作者
Feifei Lu
Yao Meng
Xiaoting Song
Xiaotong Li
Zhuang Liu
Chunru Gu
Xiaojie Zheng
Yi Jing
Wei Cai
Kanokwan Pinyopornpanish
Andrea Mancuso
Fernando Gomes Romeiro
Nahum Méndez-Sánchez
Xingshun Qi
机构
[1] Northeastern University,College of Medicine and Biological Information Engineering
[2] General Hospital of Northern Theater Command,Liver Cirrhosis Study Group, Department of Gastroenterology
[3] Postgraduate College,Department of Internal Medicine, Faculty of Medicine
[4] Dalian Medical University,Medicina Interna 1
[5] Postgraduate College,Internal Medicine Department
[6] China Medical University,Liver Research Unit
[7] Neusoft Research of Intelligent Healthcare Technology,undefined
[8] Co. Ltd.,undefined
[9] Chiang Mai University,undefined
[10] Azienda di Rilievo Nazionale Ad Alta Specializzazione Civico-Di Cristina-Benfratelli,undefined
[11] Botucatu Medical School,undefined
[12] Medica Sur Clinic and Foundation,undefined
[13] National Autonomous University of Mexico,undefined
来源
Advances in Therapy | 2024年 / 41卷
关键词
Artificial intelligence; Liver disease; Hepatic; Fibrosis; Cirrhosis; Deep learning; Machine learning;
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学科分类号
摘要
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 of liver diseases. During recent years, artificial intelligence (AI) has been widely used for the diagnosis, risk stratification, and prognostic prediction of various diseases based on clinical datasets and medical images. Accumulative studies have shown its performance for diagnosing patients with nonalcoholic fatty liver disease and liver fibrosis and assessing their severity, and for predicting treatment response and recurrence of hepatocellular carcinoma, outcomes of liver transplantation recipients, and risk of drug-induced liver injury. Herein, we aim to comprehensively summarize the current evidence regarding diagnostic, prognostic, and/or therapeutic role of AI in these common liver diseases.
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页码:967 / 990
页数:23
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