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Clinical Factors and Quantitative CT Parameters Associated With ICU Admission in Patients of COVID-19 Pneumonia: A Multicenter Study

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收录情况: ◇ SCIE ◇ SSCI

机构: [1]Xuanwu Hospital, Capital Medical University, Beijing, China, [2]Liangxiang Teaching Hospital, Capital Medical University, Beijing, China, [3]Department of Research Collaboration, R&D Center, Beijing Deepwise and League of PHD Technology Co., Ltd., Beijing, China, [4]Neusoft Institute of Intelligent Healthcare Technology, Beijing, China, [5]The Second Affiliated Hospital of Harbin Medical University, Harbin, China, [6]The Third Central Hospital of Tianjin, Tianjin, China, [7]Sixth People’s Hospital of Xinjiang Autonomous Region, Xinjiang, China, [8]Central Hospital Hongxinglong Administration Bureau Youyi County, Shuangyashan, China, [9]Central Hospital Affiliated to Xinxiang Medical University, Xinxiang, China, [10]Harbin Chest Hospital, Harbin, China, [11]Shanxi Provincial People’s Hospital, Taiyuan, China, [12]Sichuan Provincial People’s Hospital, Chengdu, China, [13]Langfang People’s Hospital, Hebei, China, [14]Beijing Chaoyang Hospital, Capital Medical University, Beijing, China, [15]Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA, United States
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关键词: COVID-19 computed tomography intensive care unit deep learning pneumonia

摘要:
The clinical spectrum of COVID-19 pneumonia is varied. Thus, it is important to identify risk factors at an early stage for predicting deterioration that require transferring the patients to ICU. A retrospective multicenter study was conducted on COVID-19 patients admitted to designated hospitals in China from Jan 17, 2020, to Feb 17, 2020. Clinical presentation, laboratory data, and quantitative CT parameters were also collected. The result showed that increasing risks of ICU admission were associated with age > 60 years (odds ratio [OR], 12.72; 95% confidence interval [CI], 2.42-24.61; P = 0.032), coexisting conditions (OR, 5.55; 95% CI, 1.59-19.38; P = 0.007) and CT derived total opacity percentage (TOP) (OR, 8.0; 95% CI, 1.45-39.29; P = 0.016). In conclusion, older age, coexisting conditions, larger TOP at the time of hospital admission are associated with ICU admission in patients with COVID-19 pneumonia. Early monitoring the progression of the disease and implementing appropriate therapies are warranted.

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出版当年[2020]版:
大类 | 4 区 医学
小类 | 3 区 公共卫生、环境卫生与职业卫生
最新[2023]版:
大类 | 3 区 医学
小类 | 3 区 公共卫生、环境卫生与职业卫生
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出版当年[2019]版:
Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
最新[2023]版:
Q2 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH

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第一作者机构: [1]Xuanwu Hospital, Capital Medical University, Beijing, China,
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