肝脏疾病中的人工智能:最近的进展
Feifei Lu1,2, Yao Meng2,3, Xiaoting Song2,3
1College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, China.
Advances in therapy
|January 29, 2024
概括
人工智能 (AI) 在诊断和管理肝病方面表现有前途,包括非酒精性脂肪肝病和肝癌. 这篇评论总结了人工智能.
科学领域:
- 肝病学 肝病学是一种肝病学.
- 医疗成像医学成像
- 人工智能的人工智能
背景情况:
- 肝脏疾病是一个重大的全球健康挑战.
- 目前的诊断和治疗方法面临局限性.
- 人工智能 (AI) 越来越多地应用于医疗保健领域.
研究的目的:
- 综合审查人工智能在肝病诊断和治疗中的作用.
- 突出 AI 在常见肝病中的应用.
- 评估AI的诊断,预后和治疗贡献.
主要方法:
- 关于人工智能在肝脏疾病中的研究的文献综述.
- 对AI在非酒精性脂肪肝病,肝纤维化和肝细胞癌中的应用进行分析.
- 检查AI在肝移植和药物诱导的肝损伤中的作用.
主要成果:
- 人工智能在诊断非酒精性脂肪性肝病和肝纤维化等肝病方面表现出有效性.
- 人工智能有助于预测治疗反应和肝细胞癌的复发.
- 人工智能有助于评估肝移植接受者的结果,并预测药物诱导的肝损伤风险.
结论:
- 人工智能为改善肝脏疾病的诊断和管理提供了巨大的潜力.
- 进一步的研究和AI的临床整合是有必要的.
- 人工智能工具可以提高肝病学中的患者分层和治疗个性化.
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