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DCsR:一种面向中文文本的集成式纠错框架
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作者 曹军航 黄瑞章 +1 位作者 白瑞娜 赵建辉 《计算机工程与科学》 CSCD 北大核心 2023年第2期370-380,共11页
中文文本纠错技术在自然语言处理中有着非常重要的应用。针对书写灵活多变的中文文本,现有的纠错模型无法覆盖多种错误类型且存在从候选集合TOPK中挑选TOP1时出错概率极大的问题。提出了一种面向中文文本的集成式纠错框架——DCsR,摒弃... 中文文本纠错技术在自然语言处理中有着非常重要的应用。针对书写灵活多变的中文文本,现有的纠错模型无法覆盖多种错误类型且存在从候选集合TOPK中挑选TOP1时出错概率极大的问题。提出了一种面向中文文本的集成式纠错框架——DCsR,摒弃以往建立在已知错误类型的假设上利用单一模型进行纠错的解决方案,根据不同场景选择添加多种表现优异的纠错模型分别进行纠错再集成召回更全面的候选集,同时根据自定义特征的重要程度建立了一个多策略、可拓展的候选排序算法,以挑选更具有公信力的修正结果。DCsR框架有效地解决了模型的偏向性问题,进一步全面提升了对中文文本拼写纠错的能力。实验结果表明,在公开数据集SIGHAN15上,对比现在的主流纠错模型,使用DCsR框架进行纠错的F1值比表现最优的单模型纠错高出了3.93%,进一步提升了对中文文本的纠错能力。针对CGED2020进行的消融实验也表明了DCsR框架的有效性。 展开更多
关键词 中文文本纠错 DCsR框架 集成式纠错 特征重要程度 候选排序算法
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Effectiveness and Safety of Qishen Yiqi Dripping Pill in Patients with Acute Coronary Syndrome after Percutaneous Coronary Intervention:3-Year Results from a Multicentre Cohort Study
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作者 bai rui-na GU Feng +15 位作者 CHE Qian-zi ZHANG Xuan CAI Ya-jie XI Rui-xi ZHAO Yang GUO Ming DONG Guo-ju GAO Zhu-ye FU Chang-geng WANG Pei-li DU Jian-peng ZHANG Da-wu DUAN Wen-hui LI Li-zhi YANG Qiao-ning SHI Da-zhuo 《Chinese Journal of Integrative Medicine》 SCIE CAS CSCD 2024年第10期877-885,共9页
Objectives:To evaluate the effectiveness and safety of Qishen Yiqi Dripping Pill(QSYQ)in patients with acute coronary syndrome(ACS)after percutaneous coronary intervention(PCI).Methods:This multicentre prospective coh... Objectives:To evaluate the effectiveness and safety of Qishen Yiqi Dripping Pill(QSYQ)in patients with acute coronary syndrome(ACS)after percutaneous coronary intervention(PCI).Methods:This multicentre prospective cohort study was conducted at 40 centers in China.Patients with ACS after PCI entered either the QSYQ or Western medicine(WM)groups naturally based on whether they had received QSYQ before enrollment.QSYQ group received QSYQ(0.52 g,3 times a day for 12 months)in addition to WM.The primary endpoint included cardiac death,non-fatal myocardial infarction,and urgent revascularization.The secondary endpoint included rehospitalization due to ACS,heart failure,stroke,and other thrombotic events.Quality of life was assessed by the Seattle Angina Questionnaire(SAQ).Results:A total of 936 patients completed follow-up of the primary endpoint from February 2012 to December 2018.Overall,487 patients received QSYQ and WM.During a median follow-up of 566 days(inter quartile range,IQR,517–602),the primary endpoint occurred in 46(9.45%)and 65(14.48%)patients in QSYQ and WM groups respectively[adjusted hazard ratio(HR)0.60,95%confidence interval(CI)0.41–0.90;P=0.013].The secondary endpoint occurred in 61(12.53%)and 74(16.48%)patients in QSYQ and WM groups,respectively(adjusted HR 0.76,95%CI 0.53–1.09;P=0.136).In sensitivity analysis,the results still demonstrated that WM combined with QSYQ reduced the risk of the primary endpoint(HR 0.67,95%CI 0.46–0.98;P=0.039).Moreover,QSYQ improved the disease perception domain of the SAQ(P<0.05).Conclusions:In patients with ACS after PCI,QSYQ combined with WM reduced the incidence of the primary endpoint.These findings provide a promising option for managing ACS after PCI and suggest the potential treatment for reducing the risk of primary endpoint included cardiac death,non-fatal myocardial infarction,and urgent revascularization through intermittent administration of QSYQ.(Registration No.Chi CTR-OOC-14005552). 展开更多
关键词 Qishen Yiqi Dripping Pill acute coronary syndrome percutaneous coronary intervention primary and secondary endpoint
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芍药苷配伍小檗碱对TNF-α诱导人脐静脉内皮细胞NF-κB/YY1信号通路的影响 被引量:6
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作者 陈莉 范晓迪 +2 位作者 白瑞娜 王铭铭 史大卓 《中国中西医结合杂志》 CAS CSCD 北大核心 2021年第1期72-78,共7页
目的基于NF-κB/YY1信号通路探讨芍药苷配伍小檗碱对肿瘤坏死因子α(TNF-α)诱导的人脐静脉内皮细胞(HUVECs)炎症反应的影响。方法体外培养HUVECs,分别设空白对照组、模型组(TNF-α20 ng/m L)、芍药苷组(PF 160μmol/L)、小檗碱组(BBR 2... 目的基于NF-κB/YY1信号通路探讨芍药苷配伍小檗碱对肿瘤坏死因子α(TNF-α)诱导的人脐静脉内皮细胞(HUVECs)炎症反应的影响。方法体外培养HUVECs,分别设空白对照组、模型组(TNF-α20 ng/m L)、芍药苷组(PF 160μmol/L)、小檗碱组(BBR 20μmol/L)、配伍组(160μmol/L芍药苷+20μmol/L小檗碱组)。采用CCK8法检测各组细胞活力;LDH毒性实验检测细胞上清液中LDH释放量;ELISA法检测细胞上清液中IL-6和IL-8含量;RT-PCR检测NF-κB、YY1基因表达;Western Blot法检测NF-κB、YY1蛋白表达。结果与空白对照组比较,模型组细胞活力减弱,LDH漏出率增加,IL-6和IL-8含量增加,NF-κB和YY1基因及蛋白表达上调(P<0.05,P<0.01)。与模型组比较,芍药苷组、小檗碱组及配伍组干预后细胞活力增强,LDH漏出率减少,IL6和IL-8含量降低,NF-κB和YY1基因及蛋白表达下调,且芍药苷和小檗碱配伍组较单体组干预后效果更明显(P<0.05,P<0.01)。结论TNF-α可激活HUVECs NF-κB/YY1信号通路,诱导炎症反应,加重内皮损伤。芍药苷配伍小檗碱较单药使用可更有效地抑制NF-κB/YY1信号通路,减轻炎症反应进而起到血管内皮保护作用。 展开更多
关键词 芍药苷 小檗碱 炎症反应 核因子-ΚB YY1
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新型冠状病毒肺炎重型患者气营两燔证的中西医探讨 被引量:2
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作者 张淼 欧阳嘉慧 +1 位作者 白瑞娜 李立志 《中国中西医结合杂志》 CAS CSCD 北大核心 2020年第7期863-867,共5页
新型冠状病毒肺炎(简称新冠肺炎)重型患者气营两燔证主要表现为气分热盛证、心营热扰证及血分瘀热证,西医多表现为呼吸困难和(或)低氧血症,严重者可快速进展为急性呼吸窘迫综合征、脓毒症休克、凝血功能障碍及多器官功能衰竭等。新冠肺... 新型冠状病毒肺炎(简称新冠肺炎)重型患者气营两燔证主要表现为气分热盛证、心营热扰证及血分瘀热证,西医多表现为呼吸困难和(或)低氧血症,严重者可快速进展为急性呼吸窘迫综合征、脓毒症休克、凝血功能障碍及多器官功能衰竭等。新冠肺炎的气营两燔证与脓毒症在临床表现、发生进展及治疗等方面有一致性,为中医药治疗新冠肺炎重型患者气营两燔证提供了理论依据。 展开更多
关键词 新型冠状病毒肺炎 重型患者 气营两燔证 脓毒症
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心悦胶囊对介入术后稳定性冠心病患者中医症状评分和hs-CRP、血脂水平影响的随机对照研究 被引量:8
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作者 潘登 郭明 +3 位作者 王培利 杨巧宁 白瑞娜 史大卓 《中国中西医结合杂志》 CAS CSCD 北大核心 2022年第6期680-684,共5页
目的观察心悦胶囊对经皮冠状动脉介入术(PCI)后稳定性冠心病患者的中医症状、血脂及超敏C反应蛋白(hs-CRP)的作用。方法将1068例PCI术后稳定性冠心病患者随机分为药物组(534例)和安慰剂组(534例),药物组在西医常规治疗基础上加服心悦胶... 目的观察心悦胶囊对经皮冠状动脉介入术(PCI)后稳定性冠心病患者的中医症状、血脂及超敏C反应蛋白(hs-CRP)的作用。方法将1068例PCI术后稳定性冠心病患者随机分为药物组(534例)和安慰剂组(534例),药物组在西医常规治疗基础上加服心悦胶囊(2粒/次,1日3次),安慰剂组在西医常规治疗基础上加服同剂量安慰剂,治疗24周。评估治疗前、后中医症状评分(胸痛、胸闷、心悸、气短、疲倦乏力、自汗),检测治疗前、后hs-CRP、总胆固醇(TC)、甘油三酯(TG)、低密度脂蛋白(LDL-C)和高密度脂蛋白(HDL-C)水平。结果与本组治疗前比较,治疗24周两组胸痛、胸闷、气短评分及LDL-C水平降低,HDL-C水平升高(P<0.05,P<0.01),药物组疲倦乏力评分及hs-CRP水平降低(P<0.01)。与安慰剂组同期比较,药物组治疗24周胸闷、气短、疲倦乏力评分及hs-CRP水平降低(P<0.05,P<0.01),HDL-C水平升高(P<0.05)。结论心悦胶囊可改善PCI术后稳定性冠心病患者的胸闷、气短和疲倦乏力症状,降低hs-CRP水平,提高HDL-C水平。(研究注册编号:No.ChiCTRIPR-14005475) 展开更多
关键词 心悦胶囊 稳定性冠心病 经皮冠状动脉介入术 随机对照试验
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Effect of Kuanxiong Aerosol(宽胸气雾剂)on Patients with Angina Pectoris:A Non-inferiority Multi-center Randomized Controlled Trial 被引量:17
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作者 YANG Qiao-ning1 bai rui-na1 +16 位作者 DONG Guo-ju1 GE Chang-jiang2 ZHOU Jing-min3 HUANG Li4 HE Yan 5 WANG Jun6 REN Ai-hua7 HUANG Zhan-quan8 ZHU Guang-li9 LU Shu10 XlONG Shang-quan11 XlAN Shao-xiang12 ZHU Zhi-jun13 SIll Da-zhuo1 LU Shu-zheng2 LI Li-zhi1 CHEN Ke-ji1 《Chinese Journal of Integrative Medicine》 SCIE CAS CSCD 2018年第5期336-342,共7页
Objective: To evaluate the effect and safety of Kuanxiong Aerosol (宽胸气雾剂, KA) on patients with angina pectoris. Methods: Block randomization was performed to randomly allocate 750 patients into KA (376 cases... Objective: To evaluate the effect and safety of Kuanxiong Aerosol (宽胸气雾剂, KA) on patients with angina pectoris. Methods: Block randomization was performed to randomly allocate 750 patients into KA (376 cases) and control groups (374 cases). During an angina attack, the KA group received 3 consecutive sublingual sprays of KA (0.6 mL per spray). The control group received 1 sublingual nitroglycerin tablet (NT, 0.5 rag/tablet). Log-rank tests and Kaplan-Meier estimations were used to estimate the angina remission rates at 6 time-points after treatment (1,2, 3, 4, 5, and 〉5 min). Logistic regression analysis was performed to observe the factors influencing the rate of effective angina remission, and the remission rates and incidences of adverse reactions were compared for different Canadian Cardiovascular Society (CCS) classes of angina. Results: The 5-min remission rates in the KA and control groups were not significantly different (94.41% vs. 90.64%, P〉0.05). The angina CCS class significantly influenced the rate of remission (95% confidence interval = 0.483-0.740, P〈0.01). In the CCS subgroup analysis, the 3- and 5-min remission rates for KA and NT were similar in the CCS I and IV subgroups (P〉0.05), while they were significantly better for KA in the CCS Ⅱ and Ⅲ subgroups (P〈0.05 or P〈0.01). Furthermore, the inciden0ce of adverse reactions was significantly lower in the KA group than in the control group for the CCS Ⅱ and Ⅲ subgroups (9.29% vs. 26.22%, 10.13% vs. 20.88%, P〈0.05 or P〈0.01). Conclusions: KA is not inferior to NT in the remission of angina. Furthermore, in CCS Ⅱ and Ⅲ patients, KA is superior to NT, with a lower incidence of adverse reactions. (Registration No. ChiCTR- IPR-15007204) 展开更多
关键词 Kuanxiong Aerosol angina pectoris Canadian Cardiovascular Society classification of angina randomized controlled trial Chinese medicine
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Treatment of End-Stage Coronary Artery Disease with the Mode of Combination of Disease and Syndrome:A Case Report
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作者 bai rui-na WANG Pei-li +3 位作者 GU Feng TAN Juan WANG Cheng-long CHEN Ke-ji 《Chinese Journal of Integrative Medicine》 SCIE CAS CSCD 2021年第6期461-464,共4页
Coronary artery disease(CAD)remains the leading cause of mortality worldwide.Despite advanced pharmacologic development and invasive revascularization therapy,a small but not insignificant number of patients show prog... Coronary artery disease(CAD)remains the leading cause of mortality worldwide.Despite advanced pharmacologic development and invasive revascularization therapy,a small but not insignificant number of patients show progression to end-stage CAD and no further invasive therapy option who have to wait for heart transplantation. 展开更多
关键词 CORONARY MORTALITY THERAPY
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