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Analysis of complications after transcatheter arterial chemoembolization based on deep learning
The Journal of Supercomputing ( IF 3.3 ) Pub Date : 2021-03-05 , DOI: 10.1007/s11227-021-03687-7
Mengyan Xing , Zhonghua Ma , Hanfang Fu , Fang Jin , Jing Wang , Yujie Hua , Li Han

The aim of this exploration is to analyze the elements related to infections as well as neurological damage complications after transcatheter arterial chemoembolization (TACE) by computer information health analysis using deep learning. In this exploration, there were 80 primary liver cancer patients who were selected as the study subjects. After each patient was treated with TACE, analysis is made on their postoperative complication incidence as well as the complication differences among different groups. Moreover, comparison is carried out among the levels of alpha-fetoprotein, grades of liver function, iodized oil dosage, arteriovenous fistula, tumor blood supply, as well as tumor morphology in operation. The patient's information was input into the deep learning system to analyze the patient's disease status. There were statistical differences at P < 0.05. The research results suggested that ectopic embolization of iodized oil, myelosuppression, liver function impairment, gastrointestinal symptoms, fever, as well as infection could lead to neurological damage. The incidence that they caused was 1.25%, 22.5%, 77.5%, 86.25%, 90%, and 58.75%, respectively. There was no obvious relationship between alpha-fetoprotein and the postoperative complications mentioned above; moreover, tumor morphology as well as tumor blood supply could affect the postoperative infection, fever, gastrointestinal symptoms, as well as liver function damages obviously. In addition, the classification of liver function could greatly influence the symptoms of postoperative gastrointestinal, myelosuppression, as well as damages of liver function. Therefore, the analysis of TACE postoperative neurological damage complications as well as correlated factors revealed that it was necessary to take appropriate nursing treatment measures, which can not only enhance the TACE surgery’s success rate, but also prolong the survival of patients.



中文翻译:

基于深度学习的经导管动脉化疗栓塞术后并发症分析

这项探索的目的是通过使用深度学习的计算机信息健康分析来分析经导管动脉化学栓塞(TACE)后与感染以及神经系统损伤并发症相关的因素。在这次探索中,有80名原发性肝癌患者被选为研究对象。每位患者接受TACE治疗后,分析其术后并发症发生率以及不同组之间的并发症差异。此外,在甲胎蛋白水平,肝功能等级,加碘油剂量,动静脉瘘,肿瘤血液供应以及手术中的肿瘤形态之间进行比较。将患者的信息输入到深度学习系统中,以分析患者的疾病状态。P <0.05。研究结果表明,碘油的异位栓塞,骨髓抑制,肝功能损害,胃肠道症状,发烧以及感染都可能导致神经系统损害。他们造成的发生率分别为1.25%,22.5%,77.5%,86.25%,90%和58.75%。甲胎蛋白与上述术后并发症之间没有明显的关系。此外,肿瘤的形态和血供可能会明显影响术后感染,发烧,胃肠道症状以及肝功能损害。此外,肝功能的分类可能极大地影响术后胃肠道症状,骨髓抑制以及肝功能损害。所以,

更新日期:2021-03-05
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