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基于因果模型的复杂工业过程数据驱动软传感器自动特征选择方法
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作者 Yan-Ning Sun 秦威 +2 位作者 Jin-Hua Hu hong-wei xu Poly Z.H.Sun 《Engineering》 SCIE EI CAS CSCD 2023年第3期82-93,共12页
关键绩效指标(KPI)的软感知在复杂工业过程的决策中起着至关重要的作用。许多研究人员已经使用尖端的机器学习(ML)或深度学习(DL)模型开发出了数据驱动的软传感器。此外,特征选择是一个关键的问题,因为一个原始的工业数据集通常是高维的... 关键绩效指标(KPI)的软感知在复杂工业过程的决策中起着至关重要的作用。许多研究人员已经使用尖端的机器学习(ML)或深度学习(DL)模型开发出了数据驱动的软传感器。此外,特征选择是一个关键的问题,因为一个原始的工业数据集通常是高维的,并不是所有的特征都有利于软传感器的发展。一个完美的特征选择方法不应该依赖于超参数和后续的ML或DL模型。相反,它应该能够自动选择一个特征子集进行软传感器建模,其中每个特征对工业KPI都有独特的因果影响。因此,本研究提出了一种受因果模型启发的自动特征选择方法,用于工业KPI的软感知。首先,受后非线性因果模型的启发,本研究将该方法与信息论相结合,以量化原始工业数据集中每个特征和KPI之间的因果效应。然后,提出了一种新的特征选择方法,即自动选择具有非零因果效应的特征来构造特征的子集。最后,利用所构造的子集,通过AdaBoost集成策略开发KPI的软传感器。通过对两个实际工业应用的实验证实了该方法的有效性。在未来,该方法也可以应用于其他工业过程,以帮助开发更先进的数据驱动的软传感器。 展开更多
关键词 Big data analytics Machine intelligence Quality prediction Soft sensors Intelligent manufacturing
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关节镜辅助下球囊成形术在胫骨平台骨折患者中的应用效果及对肢体功能的影响研究 被引量:16
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作者 单贤贞 周友龙 +2 位作者 王银海 徐宏伟 吴坚 《中国内镜杂志》 2018年第5期58-62,共5页
目的探讨对胫骨平台骨折患者(FTP)行关节镜下球囊成形术治疗的效果及对患者术后肢体功能恢复产生的影响。方法选取2015年4月-2016年8月在该院收治的全部68例FTP患者为研究对象,所有患者按照随机数字表法分为观察组(关节镜下球囊成形术治... 目的探讨对胫骨平台骨折患者(FTP)行关节镜下球囊成形术治疗的效果及对患者术后肢体功能恢复产生的影响。方法选取2015年4月-2016年8月在该院收治的全部68例FTP患者为研究对象,所有患者按照随机数字表法分为观察组(关节镜下球囊成形术治疗)和对照组(传统切开手术治疗),对两组疗效、患者肢体功能恢复效果进行回顾性分析。结果观察组相关手术指标(术中出血量、手术时间、术后下床活动时间和术后引流量)均明显优于对照组,膝关节功能恢复优良率为92.18%,明显高于对照组的70.59%,术后生活质量评价量表(SF-36)评分明显高于对照组(P<0.05)。结论在关节镜辅助下对FTP患者行球囊成形术治疗,疗效更为确切,可使患者肢体功能得到更大程度改善,提高患者生活质量。 展开更多
关键词 胫骨平台骨折 关节镜 球囊成形术
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花椰菜尾菜发酵饲料对保育猪生长性能、血清生化指标、小肠组织形态及经济效益的影响 被引量:13
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作者 蓝婧婷 任瑞 +6 位作者 周瑞 戴洪伟 舒文秀 朱凯 王略宇 徐红伟 臧荣鑫 《草业学报》 CSCD 北大核心 2021年第6期180-189,共10页
为研究花椰菜尾菜发酵饲料对保育猪生长性能、血清生化指标、小肠组织形态及经济效益的影响。选取42头体重相近(11.40±1.36)kg、体况良好的40日龄保育猪,随机分为两组,每组3个重复,每个重复7头。对照组饲喂基础饲粮,试验组饲喂由80... 为研究花椰菜尾菜发酵饲料对保育猪生长性能、血清生化指标、小肠组织形态及经济效益的影响。选取42头体重相近(11.40±1.36)kg、体况良好的40日龄保育猪,随机分为两组,每组3个重复,每个重复7头。对照组饲喂基础饲粮,试验组饲喂由80%基础饲粮和20%花椰菜尾菜发酵饲料组成的试验饲粮。试验共30 d,其中预试期8 d,正试期22 d。结果表明:与对照组相比,1)试验组保育猪的平均日采食量和平均日增重分别显著提高了16.50%和18.68%(P<0.05),腹泻率显著降低了74.35%(P<0.05)。2)试验组保育猪十二指肠、空肠、盲肠、结肠和直肠食糜pH值分别显著降低了19.16%、11.59%、14.09%、15.95%和11.23%(P<0.05)。3)试验组血清尿素氮、白蛋白、免疫球蛋白M的含量显著升高了69.84%、5.22%、100%(P<0.05),血清总胆固醇、谷丙转氨酶的含量分别显著降低了29.43%、60.51%(P<0.05)。4)试验组保育猪的空肠绒毛高度/隐窝深度和回肠绒毛高度分别显著升高了13.64%和11.49%(P<0.05),空肠隐窝深度显著降低了9.56%(P<0.05)。5)试验组每头猪的增重收益、毛利润分别显著提高了30.84%和44.48%(P<0.05),饲料成本显著降低了21.58%(P<0.05)。综上所述,饲喂花椰菜尾菜发酵饲料能够降低保育猪的腹泻率,提高保育猪的生长性能,增强其免疫性能,促进肠道发育,提高经济效益。 展开更多
关键词 发酵饲料 保育猪 生长性能 血清生化指标 小肠组织形态
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Interleukin-22 ameliorates acute severe pancreatitisassociated lung injury in mice 被引量:13
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作者 Ying-Ying Qiao Xiao-Qin Liu +2 位作者 Chang-Qin xu Zheng Zhang hong-wei xu 《World Journal of Gastroenterology》 SCIE CAS 2016年第21期5023-5032,共10页
AIM: To investigate the potential protective effect of exogenous recombinant interleukin-22(r IL-22) on L-arginine-induced acute severe pancreatitis(SAP)-associated lung injury and the possible signaling pathway invol... AIM: To investigate the potential protective effect of exogenous recombinant interleukin-22(r IL-22) on L-arginine-induced acute severe pancreatitis(SAP)-associated lung injury and the possible signaling pathway involved.METHODS: Balb/c mice were injected intraperitoneally with L-arginine to induce SAP. Recombinant mouse IL-22 was then administered subcutaneously to mice. Serum amylase levels and myeloperoxidase(MPO) activity in the lung tissue were measured after the L-arginine administration. Histopathology of the pancreas and lung was evaluated by hematoxylin and eosin(HE) staining. Expression of B cell lymphoma/leukemia-2(Bcl-2), Bcl-x L and IL-22RA1 m RNAs in the lung tissue was detected by real-time PCR. Expression and phosphorylation of STAT3 were analyzed by Western blot. RESULTS: Serum amylase levels and MPO activity in the lung tissue in the SAP group were significantly higher than those in the normal control group(P < 0.05). In addition, the animals in the SAP group showed significant pancreatic and lung injuries. The expression of Bcl-2 and Bcl-x L m RNAs in the SAP group was decreased markedly, while the IL-22RA1 m RNA expression was increased significantly relative to the normal control group(P < 0.05). Pretreatment with PBS did not significantly affect the serum amylase levels, MPO activity or expression of Bcl-2, Bcl-x L or IL-22RA1 m RNA(P > 0.05). Moreover, no significant differences in the degrees of pancreatic and lung injuries were observed between the PBS and SAP groups. However, the serum amylase levels and lung tissue MPO activity in the r IL-22 group were significantly lower than those in the SAP group(P < 0.05), and the injuries in the pancreas and lung were also improved. Compared with the PBS group, r IL-22 stimulated the expression of Bcl-2, Bcl-x L and IL-22RA1 m RNAs in the lung(P < 0.05). In addition, the ratio of p-STAT3 to STAT3 protein in the r IL-22 group was significantly higher than that in the PBS group(P < 0.05).CONCLUSION: Exogenous recombinant IL-22 protects mice against L-arginine-induced SAP-associated lung injury by enhancing the expression of anti-apoptosis genes through the STAT3 signaling pathway. 展开更多
关键词 INTERLEUKIN-22 Acute SEVERE PANCREATITIS Lung injury ANTI-APOPTOSIS gene Signal TRANSDUCER and activ
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Ursodeoxycholic acid induces apoptosis in hepatocellular carcinoma xenografts in mice 被引量:7
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作者 Hui Liu hong-wei xu +6 位作者 Yu-Zhen Zhang Ya Huang Guo-Qing Han Tie-Jun Liang Li-Li Wei Cheng-Yong Qin Cheng-Kun Qin 《World Journal of Gastroenterology》 SCIE CAS 2015年第36期10367-10374,共8页
AIM: To evaluate the efficacy of ursodeoxycholic acid(UDCA) as a chemotherapeutic agent for the treatment of hepatocellular carcinoma(HCC).METHODS: BALB/c nude mice were randomized into four groups 24 h before subcuta... AIM: To evaluate the efficacy of ursodeoxycholic acid(UDCA) as a chemotherapeutic agent for the treatment of hepatocellular carcinoma(HCC).METHODS: BALB/c nude mice were randomized into four groups 24 h before subcutaneous injection of hepatocarcinoma BEL7402 cells suspended in phosphate buffered saline(PBS) into the right flank. The control group(n = 10) was fed a standard diet while treatment groups(n = 10 each) were fed a standard daily diet supplemented with different concentrations of UDCA(30,50 and 70 mg/kg per day) for 21 d. Tumor growth was measured once each week,and tumor volume(V) was calculated with the following equation: V =(L × W2) × 0.52,where L is the length and W is the width of the xenograft. After 21 d,mice were killed under ether anesthesia,and tumors were excised and weighed. Apoptosis was evaluated through detection of DNA fragmentation with gel electrophoresis and the terminaldeoxynucleotidyl transferase-mediated d UTP-biotin nick end labeling(TUNEL) assay. Western blot analysis was performed to determine the expression of apoptosisrelated proteins BAX,BCL2,APAF1,cleaved caspase-9,and cleaved caspase-3.RESULTS: UDCA suppressed tumor growth relative to controls. The mean tumor volumes were the following: control,1090 ± 89 mm3; 30 mg/kg per day,612 ± 46 mm3; 50 mg/kg per day,563 ± 38 mm3; and 70 mg/kg per day,221 ± 26 mm3. Decreased tumor volumes reached statistical significance relative to control xenografts(30 mg/kg per day,P < 0.05; 50 mg/kg per day,P < 0.05; 70 mg/kg per day,P < 0.01). Increasing concentrations of UDCA led to increased DNA fragmentation observed on gel electrophoresis and in the TUNEL assay(control,1.6% ± 0.3%; 30 mg/kg per day,2.9% ± 0.5%; 50 mg/kg per day,3.15% ± 0.7%,and 70 mg/kg per day,4.86% ± 0.9%). Western blot analysis revealed increased expression of BAX,APAF1,cleaved-caspase-9 and cleaved-caspase-3 proteins,which induce apoptosis,but decreased expression of BCL2 protein,which is an inhibitor of apoptosis,following administration of UDCA. CONCLUSION: UDCA suppresses growth of BEL7402 hepatocellular carcinoma cells in vivo,in part through apoptosis induction,and is thus a candidate for therapeutic treatment of HCC. 展开更多
关键词 HEPATOCELLULAR CARCINOMA INHIBITORY effects Mechan
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鼻腔异物存留十余年致鼻石1例
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作者 万贝贝 胡乐农 徐红伟 《中国现代医学杂志》 CAS 2020年第13期95-96,共2页
1临床资料患者女性,20岁,因右鼻塞1年收入院。既往体健,入院后前鼻镜检查示鼻腔黏膜肿胀,中鼻道无法窥清,查鼻窦CT示右侧鼻腔多发斑块状钙化灶(见图1、2)。完善其他术前检查,未见明显手术禁忌证,行全身麻醉鼻内镜下鼻腔探查术。术中镜... 1临床资料患者女性,20岁,因右鼻塞1年收入院。既往体健,入院后前鼻镜检查示鼻腔黏膜肿胀,中鼻道无法窥清,查鼻窦CT示右侧鼻腔多发斑块状钙化灶(见图1、2)。完善其他术前检查,未见明显手术禁忌证,行全身麻醉鼻内镜下鼻腔探查术。术中镜头下可见褐色团块样物堆积于总鼻道,咬骨钳逐步咬除时发现有阻力,取出咬骨钳发现类似橡皮筋样物。清理鼻腔所有褐色团块(见图3),鼻内镜下见鼻腔黏膜稍充血,鼻中隔无穿孔,窦口无破坏,少许明胶海绵填塞后结束手术。 展开更多
关键词 鼻腔 异物 成人 鼻塞 鼻石
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Endoscopic resection of benign esophageal schwannoma:Three case reports and review of literature 被引量:5
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作者 Bin Li xue Wang +3 位作者 Wen-Lu Zou Shu-Xia Yu Yong Chen hong-wei xu 《World Journal of Clinical Cases》 SCIE 2020年第22期5690-5700,共11页
BACKGROUND Esophageal schwannomas are uncommon esophageal submucosal benign tumors and are usually treated with surgery.CASE SUMMARY Here,we report three cases of middle/lower thoracic esophageal schwannoma treated su... BACKGROUND Esophageal schwannomas are uncommon esophageal submucosal benign tumors and are usually treated with surgery.CASE SUMMARY Here,we report three cases of middle/lower thoracic esophageal schwannoma treated successfully with endoscopic resection.These lesions were misdiagnosed as leiomyoma on preoperative imaging.During the endoscopic resection of such tumors,there is a risk of esophageal perforation due to their deep location.If possible,submucosal tunneling endoscopic resection should be used.CONCLUSION For larger schwannomas,endoscopy combined with thoracoscopy can be considered for en bloc resection.We performed a mini literature review in order to present the current status of diagnosis and treatment for esophageal schwannoma. 展开更多
关键词 Esophageal schwannoma Endoscopic submucosal dissection Endoscopic submucosal excavation Submucosal tunneling endoscopic resection Case report
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Successful endoscopic removal of three embedded esophageal self-expanding metal stents
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作者 Xiao-Qin Liu Min Zhou +4 位作者 Wen-Xin Shi Yi-Ying Qi Hui Liu Bin Li hong-wei xu 《World Journal of Gastrointestinal Endoscopy》 CAS 2017年第9期494-498,共5页
In the report,we describe a case of refractory benign esophageal strictures from esophageal cancer after an operation for the placement of three partially covered self-expanding metal stents (SEMSs),which were all emb... In the report,we describe a case of refractory benign esophageal strictures from esophageal cancer after an operation for the placement of three partially covered self-expanding metal stents (SEMSs),which were all embedded in the esophageal wall.Using the stentin-stent technique,the three embedded SEMSs were successfully removed without significant complications.To the best of our knowledge,few cases of the successful removal of multiple embedded esophageal SEMSs have been reported in the literature.This case also highlights that the stent-in-stent technique is effective for removing multiple embedded esophageal SEMSs. 展开更多
关键词 Esophageal stricture Self-expanding metal stent Multiple Stent-in-stent GASTROSCOPY
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Mass-like extragonadal endometriosis associated malignant transformation in the pelvis:A rare case report
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作者 Ping Chen Ya Deng +1 位作者 Qiao-Qiao Wang hong-wei xu 《World Journal of Clinical Cases》 SCIE 2022年第31期11567-11573,共7页
BACKGROUND Endometriosis affects approximately 10%of reproductive-age women,however,endometriosis associated malignant transformation is rare and is often report as a rare case.CASE SUMMARY Herein,we report of a 49-ye... BACKGROUND Endometriosis affects approximately 10%of reproductive-age women,however,endometriosis associated malignant transformation is rare and is often report as a rare case.CASE SUMMARY Herein,we report of a 49-year-old female patient who suffered from severe left lower abdominal pain and imaging examination revealed an irregular mass in the left iliac fossa.Histopathological examination revealed main undifferentiated adenocarcinoma with a few typical endometrial epithelial and stromal tissues in the adjacent area.Combined with the immunohistochemical staining and the negative intra-or postoperative results from exploratory laparotomy,gastroscopy,enteroscopy and positron emission tomography,the tumor was considered to be derived from endometriosis.The patient underwent hysterectomy,bilateral salpingectomy,bilateral ovariectomy,and multipoint biopsy of the pelvic peritoneum.Subsequent radiotherapy and chemotherapy were performed.The patient recovered well post-operation and there was no evidence of recurrence after 10 mo of follow-up via computed tomography and magnetic resonance imaging.CONCLUSION This case highlights a rare presentation of mass-like extragonadal endometriosis associated malignant transformation in the pelvis.Endometriosis associated malignant transformation is rare and difficult to diagnose in clinical settings,with diagnoses depending on pathological results and the exclusion of metastasis from other organs.Fortunately,patients are often diagnosed at younger ages,as well as at early stages;thus they generally have relatively favorable prognoses. 展开更多
关键词 ENDOMETRIOSIS Mass MALIGNANT ADENOCARCINOMA Case report
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Monitoring rapid urban expansion using a multi-temporal RGB-impervious surface model 被引量:1
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作者 Amirreza SHAHTAHMASSEBI Zhou-lu YU +6 位作者 Ke WANG hong-wei xu Jin-song DENG Jia-dan LI Rui-sen LUO Jing WU Nathan MOORE 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2012年第2期146-158,共13页
In this paper, we developed a novel method of combining remote sensing tools at the sub-pixel level for accurate identification of impervious surface time series changes. We examined the use of the red-green-blue impe... In this paper, we developed a novel method of combining remote sensing tools at the sub-pixel level for accurate identification of impervious surface time series changes. We examined the use of the red-green-blue impervious surface model (RGB-IS) in detecting time series internal modification of urban regions by integrating Landsat data collected over four different periods between 1987 and 2009 (i.e., 1987, 2000, 2002, and 2009). The performance of this approach was compared with two conventional methods, namely standard RGB-normalized difference vegetation index (NDVI) and post-classification technique. In contrast to conventional techniques, RGB-IS could monitor between-class changes, within-class changes, and location of these modifications. The proposed method was independent of seasonal changes and was also able to serve as a useful alternative for quick mapping growth hotspots and updating transportation corridor map. The results also showed that Cixi County, Zhejiang Province, China experienced tremendous impervious surface changes, especially along the corridors of newly constructed highways and around urban areas over the past 22 years. 展开更多
关键词 Red-green-blue 不可渗透的表面模型(红绿蓝) 多时间 不可渗透的表面 LANDSAT
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