基于人工智能技术的COVID-19分割量与胃壁水肿的相关性:武汉地区一项多中心研究

Xiaoming Li, Fengxi Chen, Jie Cheng, Yiman Li, Jun Wang, Jian Wang, Chen Liu
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摘要

目的:探讨新冠肺炎合并胃肠道症状患者胃壁的CT表现及相关危险因素。材料和方法:2020年1月至2020年4月,通过RT-PCR诊断为COVID-19的240例患者入组。患者表现出胃肠道症状,包括恶心、呕吐或腹泻。入院后进行初步实验室检查。所有患者均行胸部CT,下界包括胃窦。将COVID-19与肺的体积进行分割,计算其比值为PV/LV = Volumepneumonia/ voluumelungs。结果:240例患者中有胃壁水肿109例(水肿组),无胃壁水肿131例(非水肿组);两组患者PV/LV值差异有统计学意义(P = 0.002)。单因素分析显示:两组间纤维蛋白原(Fib)、凝血酶时间(TT)、活化部分凝血活酶时间(APTT)、白蛋白(ALB)差异有统计学意义(P = 0.003)。结论:SARS-CoV-2侵袭胃肠道,胃壁水肿是主要的CT表现,APTT时间较短、肺炎重症者更容易发生胃壁水肿,住院时间稍长。CT观察到胃壁水肿的患者应及早干预,改善消化功能,进一步增强对COVID-19的免疫效力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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The correlation between COVID-19 segmentation volume based on artificial intelligence technology and gastric wall edema: a multi-center study in Wuhan.

Purpose: This study aimed to investigate manifestations of the gastric wall and related risk factors in COVID-19 patients with gastrointestinal symptoms by CT.

Materials and methods: Two hundred and forty patients diagnosed with COVID-19 by RT-PCR were enrolled from January 2020 to April 2020. Patients showed gastrointestinal symptoms, including nausea, vomiting, or diarrhea. Results of the initial laboratory examination were performed after admission. Chest CT was performed for all patients, with the lower bound including the gastric antrum. The volume of COVID-19 and lungs was segmented, and the ratio was calculated as follows: PV/LV = Volumepneumonia/Volumelungs.

Results: Among the 240 patients, 109 presented with gastric wall edema (edema group), and 131 showed no gastric wall edema (non-edema group); the PV/LV values between the two groups were significantly different (P = 0.002). Univariate analysis revealed the following: fibrinogen (Fib), thrombin time (TT), activated partial thromboplastin time (APTT), and albumin (ALB) significantly differed between the two groups (P < 0.05). Binary logistic regression analysis showed that only APTT had a negative effect on gastric wall edema (P = 0.003).

Conclusions: SARS-CoV-2 invades the gastrointestinal tract, gastric wall edema is the primary CT manifestation, and gastric wall edema is more likely to occur with a shorter APTT and severe pneumonia, with a slightly longer hospitalization time. Patients with gastric wall edema observed by CT should intervene early, which may improve digestive function, and further strengthen immune potency against COVID-19.

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