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Online Forum Post Opinion Classification Based on Tree Conditional Random Fields Model
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作者 吴越 胡勇 何小海 《China Communications》 SCIE CSCD 2013年第8期125-136,共12页
There is a major defect when using the traditional topic-opinion model for post opinion classifications in an online forum discussion.The accuracy of the classification based on the topic-opinion model highly depends ... There is a major defect when using the traditional topic-opinion model for post opinion classifications in an online forum discussion.The accuracy of the classification based on the topic-opinion model highly depends on the observable topic-opinion features aiming at the subject,while a large number of posts do not have such features in a forum.Therefore,for the most part,the accuracy is less than 78%.To solve this problem,we propose a new method to identify post opinions based on the Tree Conditional Random Fields(T-CRFs)model.First,we select the topic-opinion features of the posts and associated opinion features between posts to construct the T-CRFs model,and then we use the T-CRFs model to label the opinions of the tree-structured posts under the same topic iteratively to reach a maximum joint probability.To reduce the training cost,we design a simplified tree diagram module and some feature templates.Experimental results suggest the proposed method costs less training time and improves the accuracy by 11%. 展开更多
关键词 T-CRF online forum post opinion classification
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Ethanolic Extract of <i>Nigella sativa</i>Seeds Lacks the Chemopreventive Efficacy in the Post Initiation Phase of DMH-Induced Colon Cancer in a Rat Model
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作者 Wasfi Asfour Sawsan Almadi Lina Haffar 《Pharmacology & Pharmacy》 2013年第2期222-230,共9页
Nigella sativa, belonging to the Ranunculacea family, is a versatile phytochemical mine bestowed with multi-dimensional medicinal effects. The current study was performed to investigate the chemopreventive efficacy, i... Nigella sativa, belonging to the Ranunculacea family, is a versatile phytochemical mine bestowed with multi-dimensional medicinal effects. The current study was performed to investigate the chemopreventive efficacy, if any, of the ethanolic extract of indigenous Nigella sativa seeds (ENS) and to evaluate its potentials on tumor progression during the initiation and post initiation phases of Dimethylhydrazine-induced colon carcinogenesis in a rat model. ENS treatment during the initiation phase unveiled chemopreventive effect manifested by significant reductions in tumor incidence, multiplicity and tumor volumes. Histopathological findings and modified Duke’s classification of tumors provided evidence that ENS, administered in the initiation phase, is capable of delaying progression, restricting invasion and attenuating aggressiveness of colon tumors. These results imply that ENS may be a promising candidate in the primary prevention of colon cancer. On the contrary, we demonstrated that ENS lacked chemopreventive and tumorigenesis inhibitory effects in the post initiation phase. We speculate that the chemopreventive effect of ENS might be due to the synergistic actions of various constituents present in the extract. However, extensive studies are warranted and more efforts need to be dedicated to fractionate, analyze and to further appraise the anticancer effect of ENS before any definitive conclusions can be drawn. 展开更多
关键词 Lack Ethanolic Extract Nigella sativa DIMETHYLHYDRAZINE post INITIATION Colon Cancer Rat Modified Duke’s classification
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Therapeutic Effect of Single-row Technique and Nocompression Sputum in the Treatment of Post Small and Medium Rotator Cuff Injury under Shoulder Arthroscopy
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作者 Pan Liu 《Journal of Clinical and Nursing Research》 2019年第6期37-41,共5页
Objective.To investigate the clinical effect of single-row fixation and non-conjunction compression in the treatment of post small and medium rotator cuff injuries under arthroscopy.Methods.Forty-five patients admitte... Objective.To investigate the clinical effect of single-row fixation and non-conjunction compression in the treatment of post small and medium rotator cuff injuries under arthroscopy.Methods.Forty-five patients admitted to our department from June 2018 to May 2019 were enrolled in the study.32 patients in the single-row fixed-group and 13 patients in the non-conjunctival group were randomly assigned.The VAS,ASES,and UCLA scores of the two groups were compared before surgery,one month,three months,and six months after surgery[1].Results.The VAS,ASES,and UCLA scores were significantly higher in those two groups other than the preoperative group.The scores of the two groups were gradually improved from one month,three months,and six months respectively after surgery.At one month,the scores of those two groups were statistically significant(P<0.05),but there was no significant difference between the two groups at three months and six months(P>0.05).Conclusion.Under arthroscopy,the single-row fixation technique and the non-conjunction compression method were used to treat post small and medium rotator cuff injuries.The effect is very significant.In particular,the no-knot sputum method has a significant improvement in restoring postoperative pain,joint activity and joint strength. 展开更多
关键词 ROTATOR cuff injury post classification Shoulder ARTHROSCOPY SINGLE ROW method.
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Classification and Detection of Amharic Language Fake News on Social Media Using Machine Learning Approach
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作者 Kedir Lemma Arega 《Electrical Science & Engineering》 2022年第1期1-6,共6页
The pervasive idea of web-based media stages brought about a lot of sight and sound information in interpersonal organizations.The transparency and unlimited way of sharing the data via online media stage encourages d... The pervasive idea of web-based media stages brought about a lot of sight and sound information in interpersonal organizations.The transparency and unlimited way of sharing the data via online media stage encourages data spread across the organization paying little mind to its noteworthiness.The multiplication of misdirecting data in regular access news sources,for example,web-based media channels,news websites,and online papers has made it trying to recognize dependable news sources,in this way expanding the requirement for computational devices to give bits of knowledge into the unwavering quality of online substance.The broad spread of phony news contrarily affects people and society.Along these lines,counterfeit news identification via web-based media has as of late become arising research drawing in enormous consideration.Observing the possible damage caused by the rapid spread of fake news in various fields such as politics and finance,the use of language analysis to automatically identify fake news has attracted the attention of the research community.A social networking service is a platform for people with similar interests,activities,or backgrounds to form social networks or social relations.Participants who register on this site with its own expression(often a profile)and social links are generally offered a social network service. 展开更多
关键词 Amharic fake news detection Amharic posts and comments datasets classification Machine learning Social media
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Comparative analysis on soil engineering classifications of China and America
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作者 CHEN Huie SHI Mingyuan GUO Zhen 《Global Geology》 2012年第3期210-215,共6页
Based on China National Standard of Soil Engineering Classification (GB/T 50145-2007) and the Unified Soil Classification System of American Society for Testing Materials (ASTM D-2478), two kinds of soil laboratory en... Based on China National Standard of Soil Engineering Classification (GB/T 50145-2007) and the Unified Soil Classification System of American Society for Testing Materials (ASTM D-2478), two kinds of soil laboratory engineering classification methods were discussed and analyzed from the aspects of the definition in particle fraction, classification of soil type and evaluation standard for soil gradation. There is a same limit of fine grains fraction in the two standards, and there are three main types of soil in GB/T 50145-2007 and two in ASTM D-2487. Different evaluation standards of gradation are put forward for gravels and sands in ASTM D-2487. Same criteria of A line, B line and controlling value of plastic index are in the plasticity chart of both standards. 展开更多
关键词 GB/T 50145-2007 ASTM D-2487 soil engineering classification particle fraction GRADATION plasticity chart
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Treatment Strategy for Post-Hepatectomy Recurrent Hepatocellular Carcinoma: A Single Center Experience with 556 Consecutive Cases in China
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作者 Jing Li Liang Huang +4 位作者 Caifeng Liu Maixuan Qiu Jianjun Yan Shaohua Wei Yiqun Yan 《Journal of Cancer Therapy》 2020年第7期389-400,共12页
<strong>Background:</strong><span><span><span style="font-family:""><span style="font-family:Verdana;"> Treatment strategy for recurrent hepatocellular carc... <strong>Background:</strong><span><span><span style="font-family:""><span style="font-family:Verdana;"> Treatment strategy for recurrent hepatocellular carcinoma (HCC) remains scantily defined. This study was aimed to establish a treatment strategy to manage post-hepatectomy recurrent HCC and report the clinical outcomes. </span><b><span style="font-family:Verdana;">Methods: </span></b><span style="font-family:Verdana;">From January 2006 to December 2016, 556 consecutive patients who developed post-hepatectomy HCC recurrence were enrolled in the study. The patients were clinically stratified and treated according to a strategy established by a multi-disciplinary team. Clinical data and survival times were collected prospectively and analyzed retrospectively. </span><b><span style="font-family:Verdana;">Results: </span></b><span style="font-family:Verdana;">According to the strategy, there were 298 (53.6%), 214 (38.5%), 32 (5.7%) and 12 (2.2%) patients stratified into Early, Intermediate, Advanced and Terminal stages, respectively. In Early stage patients, 164 (55.0%) received curative treatment in the form of repeat resection or local ablation, 134 (45.0%) received transarterial chemoe</span><span style="font-family:Verdana;">mbolization (TACE), and the 1-, 3-, and 5-year overall survival (OS) rates were 82.0%, 46.8% and 37.3%, respectively. In Intermediate stage patients, 207 (96.7%) received TACE, 7 (3.3%) radiotherapy, and the 1-, 3-, and 5-year OS rates were 73.2%, 31.8% and 15.9%, respectively. In Advanced stage patients, 22 patients received sorafenib, 10 radiotherapy, and the mean survival time (MST) was 25.1 ± 3.1 months. All the 12 patients in Terminal stage rece</span><span style="font-family:Verdana;">ived the best supportive treatment, and the MST was 6.5 ± 3.4 months. Clinical stages and duration of disease-free interval were independent factors relating to overall survival. </span><b><span style="font-family:Verdana;">Conclusions: </span></b><span style="font-family:Verdana;">A treatment strategy derived from the Barcelona Clinic Liver Cancer staging system, with some modifications, has been successfully established to manage post-hepatectomy recurrent HCC, and the clinical outcomes were commendable.</span></span></span></span> 展开更多
关键词 post-Hepatectomy Recurrent Hepatocellular Carcinoma Clinical classification Treatment Strategy Clinical Outcomes
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Thymoquinone Suppresses Cellular Proliferation, Inhibits VEGF Production and Obstructs Tumor Progression and Invasion in the Rat Model of DMH-Induced Colon Carcinogenesis 被引量:2
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作者 Wasfi Asfour Sawsan Almadi Lina Haffar 《Pharmacology & Pharmacy》 2013年第1期7-17,共11页
A myriad of medicinal effects has been attributed to Thymoquinone (TQ), the major biological-active component of Nigella sativa. TQ has been shown to exhibit potent anti-tumor activities. The present work was undertak... A myriad of medicinal effects has been attributed to Thymoquinone (TQ), the major biological-active component of Nigella sativa. TQ has been shown to exhibit potent anti-tumor activities. The present work was undertaken to further explore TQ’s chemopreventive efficacy against 1, 2-dimethylhydrazine (DMH)-induced colon carcinogenesis in the rat model through a two-phase study (initiation and post-initiation) and to evaluate its potential impact on tumor progression and invasion in vivo. TQ treatment in the initiation phase significantly reduced tumor incidence, multiplicity and mean tumor volume. However, although mean tumor volume and multiplicity were decreased upon TQ treatment in the post-initiation phase, TQ did not reduce incidence significantly. Cellular proliferation, as assessed by expression of colonic PCNA, was shown to be inhibited in consequence to TQ treatment in both phases, with a more pronounced reduction in the initiation phase. In addition, our results demonstrated an appreciable negative impact of TQ on vascular endothelial growth factor (VEGF) production in tumor-bearing rats. Furthermore, we provided evidence that TQ-treatment, in both phases, tended to considerably suppress tumor progression and invasion. Taken together, the present study demonstrated that TQ, at an orally daily dose of 10 mg/kg, has a chemopreventive effect in the initiation phase, and has the potential to attenuate tumor burden, suppress progression of pre-neoplastic lesions and to inhibit tumor growth in the post-initiation phase of DMH-induced colon carcinogenesis, We surmise that such effects of TQ may be due to suppression of cellular proliferation and inhibition of VEGF production. The results could provide an effective chemopreventive approach in the primary prevention of colon cancer in humans in the next future, and illuminate a promising horizon to combat progression of benign colonic pre-neoplastic lesions into malignant metastatic tumors and to manage colon cancer. 展开更多
关键词 THYMOQUINONE PCNA-LI VEGF Serum Levels Tumor Progression INVASION Rat DMH-Induced Colon Carcinogenesis INITIATION post INITIATION Phase Modified Duke’s classification Chemoprevention
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Monitoring Land-Use Change in Nakuru (Kenya) Using Multi-Sensor Satellite Data 被引量:1
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作者 Kenneth Mubea Gunter Menz 《Advances in Remote Sensing》 2012年第3期74-84,共11页
Recently land-use change has been the main concern for worldwide environment change and is being used by city and regional planners to design sustainable cities. Nakuru in the central Rift Valley of Kenya has undergon... Recently land-use change has been the main concern for worldwide environment change and is being used by city and regional planners to design sustainable cities. Nakuru in the central Rift Valley of Kenya has undergone rapid urban growth in last decade. This paper focused on urban growth using multi-sensor satellite imageries and explored the potential benefits of combining data from optical sensors (Landsat, Worldview-2) with Radar sensor data from Advanced Land Observing Satellite (ALOS) Phased Array type L-band Synthetic Aperture Radar (PALSAR) data for urban land-use mapping. Landsat has sufficient spectral bands allowing for better delineation of urban green and impervious surface, Worldview-2 has a higher spatial resolution and facilitates urban growth mapping while PALSAR has higher temporal resolution compared to other operational sensors and has the capability of penetrating clouds irrespective of weather conditions and time of day, a condition prevalent in Nakuru, because it lies in a tropical area. Several classical and modern classifiers namely maximum likelihood (ML) and support vector machine (SVM) were applied for image classification and their performance assessed. The land-use data of the years 1986, 2000 and 2010 were compiled and analyzed using post classification comparison (PCC). The value of combining multi-temporal Landsat imagery and PALSAR was explored and achieved in this research. Our research illustrated that SVM algorithm yielded better results compared to ML. The integration of Landsat and ALOS PALSAR gave good results compared to when ALOS PAL- SAR was classified alone. 19.70 km2 of land changed to urban land-use from non-urban land-use between the years 2000 to 2010 indicating rapid urban growth has taken place. Land-use information is useful for the comprehensive land-use planning and an integrated management of resources to ensure sustainability of land and to achieve social Eq- uity, economic efficiency and environmental sustainability. 展开更多
关键词 Land-Use MONITORING Nakuru Urban Growth Multi-Sensors Satellite Data MAXIMUM LIKELIHOOD Support VECTOR Machine post classification Comparison SUSTAINABILITY
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Plasma Post Oxidation of Plasma Nitrocarburized SKD 61 Steel 被引量:2
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作者 Insup Lee Kwang-Ho Jeong 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2008年第1期136-138,共3页
Plasma nitrocarburizing and plasma oxidizing treatments were performed to improve the wear and corrosion resistance of SKD 61 steel.Plasma nitrocarburizing was conducted for 12 h at 540℃in the nitrogen, hydrogen and ... Plasma nitrocarburizing and plasma oxidizing treatments were performed to improve the wear and corrosion resistance of SKD 61 steel.Plasma nitrocarburizing was conducted for 12 h at 540℃in the nitrogen, hydrogen and methane atmosphere to produce theε-Fe-(2-3)(N,C) phase.The compound layer produced by plasma nitrocarburising was predominantly composed ofε-phase,with a small proportion ofγ′-Fe-4 (N,C) phase. The thickness of the compound layer and the diffusion layer are about 10μm and about 200μm,respectively. Plasma post oxidation was performed on the nitrocarburized samples with various oxygen/hydrogen ratio at constant temperature of 500℃for 1 h.The very thin magnetite (Fe-3O-4) layer of 1-2μm in thickness on top of the compound layer was obtained.Anodic polarization test revealed that plasma nitrocarburizing process contributed a significant improvement of corrosion resistance of SKD 61 steel.However,the corrosion characteristics of the nitrocarburized compound layer was deteriorated by oxidation treatment. 展开更多
关键词 Plasma nitrocarburizing post oxidation ε-Fe2-3(N C) γ′-Fe4(N C) Fe3O4
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Plasma post oxidation of nitrocarburized AISI 4140 steel
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作者 LEE Insup 《Rare Metals》 SCIE EI CAS CSCD 2006年第z2期267-271,共5页
Plasma nitrocarburizing and plasma oxidizing treatments were performed to improve the wear and corrosion resistance of AISI 4140 steel. Plasma nitrocarburizing was conducted for 3 h at 570 ℃ in the nitrogen, hydrogen... Plasma nitrocarburizing and plasma oxidizing treatments were performed to improve the wear and corrosion resistance of AISI 4140 steel. Plasma nitrocarburizing was conducted for 3 h at 570 ℃ in the nitrogen, hydrogen and methane atmosphere to produce the ε-Fe2-3(N,C) phase. It was found that the compound layer produced by plasma nitrocarburising was predominantly composed of ε-phase, with a small proportion of γ′-Fe4(N,C) phase. The thickness of the compound layer was about 10 μm and the diffusion layer was about 300 μm in thickness, respectively. Plasma post oxidation was performed on the nitrocarburized samples with various oxygen/hydrogen ratio at a constant temperature of 500 ℃ for 1 h. The very thin magnetite (Fe3O4) layer 1-2 μm in thickness on top of the compound layer was obtained by plasma post oxidation. It was confirmed that the corrosion characteristics of the nitrocarburized compound layer can be further improved by the application of the superficial magnetite layer. 展开更多
关键词 plasma nitrocarburizing post oxidation ε-Fe2-3(N C) γ′-Fe4(N C) Fe3O4
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Downregulated lncRNA DRAIC enhances the radiotherapy sensitivity of human HCC cell line HepG2 by targeting miR-223-3p
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作者 Shuyan Li Jian Zhang +1 位作者 Zhengming Wang Wenjun Li 《Oncology and Translational Medicine》 CAS 2022年第6期293-300,共8页
Objective This study aims to investigate the effects of the long noncoding RNA(lncRNA)DRAIC on the proliferation,apoptosis,and radiosensitivity of hepatocellular carcinoma(HCC)cells and the molecular mechanisms involv... Objective This study aims to investigate the effects of the long noncoding RNA(lncRNA)DRAIC on the proliferation,apoptosis,and radiosensitivity of hepatocellular carcinoma(HCC)cells and the molecular mechanisms involved.Methods Cancer tissues and their corresponding adjacent tissues from 30 patients with HCC were collected,and the expression levels of DRAIC and miR-223-3p were detected via RT-q PCR.DRAIC interference and miR-223-3p overexpression vectors were transfected into HepG2 cells.In addition,DRAIC and miR-223-3p interference vectors were co-transfected into HepG2 cells.The constructed cells were irradiated at 4 Gy.Cell colony formation assay,MTT assay,and flow cytometry were performed to detect the radiosensitivity,proliferation inhibition rate,and apoptosis rate of HepG2 cells,respectively.Dual luciferase reporter gene assay was performed to detect the targeted regulation of DRAIC on miR-223-3p expression.Results The expression level of DRAIC in HCC tissues was higher than that in paracancer tissues,whereas the expression level of miR-223-3p was lower in HCC tissues than that in paracancer tissues(P<0.05).Inhibition of DRAIC expression or overexpression of miR-223-3p increased the proliferation inhibition and apoptosis rates of HepG2 cells(P<0.05).After irradiation,cell survival fraction decreased and cell proliferation inhibition and apoptosis rates increased(P<0.05).DRAIC targeted the regulation of miR-223-3p expression,and interference of miR-223-3p expression reversed the effects of inhibiting DRAIC expression on the proliferation,apoptosis,and radiosensitivity of HepG2 cells.Conclusion Inhibition of DRAIC expression can inhibit the proliferation of HepG2 cells,promote cell apoptosis,and enhance the radiosensitivity of cells via upregulation of miR-223-3p. 展开更多
关键词 the long noncoding RNA(lncRNA)DRAIC miR-223-3p hepatocellular carcinoma(HCC) radiosensitivity medium classification
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基于3种后发酵方式的黑茶分类逻辑与普洱茶归类研究
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作者 陈文品 罗正飞 许玫 《华中农业大学学报》 北大核心 2025年第6期11-24,共14页
针对普洱茶分类定位长期存在的争议,以陈椽先生的“3种后发酵”制法理论为核心框架,解析了湿坯渥堆、干坯渥堆与成茶陈化这3种后发酵方式的工艺异同、品质贡献及其协同机制;揭示了黑茶品质形成遵循“初制→再加工→仓储”的全链条后发... 针对普洱茶分类定位长期存在的争议,以陈椽先生的“3种后发酵”制法理论为核心框架,解析了湿坯渥堆、干坯渥堆与成茶陈化这3种后发酵方式的工艺异同、品质贡献及其协同机制;揭示了黑茶品质形成遵循“初制→再加工→仓储”的全链条后发酵逻辑,明确指出:滇青茶初制本质上是为黑茶目标服务的湿坯渥堆后发酵;普洱生茶(散茶与紧压茶)是在此基础上,通过渐进性成茶陈化后发酵形成的黑茶;而普洱熟茶则是3种后发酵方式协同作用的典范。因此,普洱生茶与熟茶均属于黑茶类。基于此,本文建议修订系列相关标准,特别是GB/T 22111—2008《地理标志产品普洱茶》中普洱生茶目前仅有紧压茶形态,需研究修订增加普洱茶散茶类型、级别等,以使普洱散茶得以合法科学发展。 展开更多
关键词 黑茶 湿坯渥堆后发酵 干坯渥堆后发酵 成茶陈化后发酵 普洱茶 分类 标准
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MSCT及三维后处理技术在颈椎病分型中的临床价值
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作者 周学儒 李昊祯 +2 位作者 冯刚 黄文亮 魏梦萍 《中国CT和MRI杂志》 2025年第7期59-62,共4页
目的探究我院多层螺旋CT(MSCT)及三维后处理技术在颈椎病分型中的应用价值。方法选取我院82例颈椎病患者为研究对象,所有患者均行X线检查、MSCT扫描,以康复评定及治疗效果为金标准,分析X线、MSCT对颈椎病分型及临床征象的诊断价值。结... 目的探究我院多层螺旋CT(MSCT)及三维后处理技术在颈椎病分型中的应用价值。方法选取我院82例颈椎病患者为研究对象,所有患者均行X线检查、MSCT扫描,以康复评定及治疗效果为金标准,分析X线、MSCT对颈椎病分型及临床征象的诊断价值。结果82例患者经康复评定及治疗得出诊断,神经根型31例,椎动脉型18例,交感神经型8例,脊髓型14例,混合型11例,经X线、MSCT检查共检出196处具有病理学意义的异常征象,其中关节增生52处,钩突增生18处,颈椎曲度异常28处,椎管狭窄36处,椎间隙狭窄41处,黄韧带肥厚或钙化21处;MSCT检查颈椎病分型总准确率显著高于X线片(P<0.05);MSCT对关节增生、钩突增生、椎管狭窄、椎间隙狭窄、黄韧带肥厚或钙化检出率及总检出率均显著高于X线(P<0.05),两种检测方法对颈椎曲度异常的检出率比较,差异无统计学意义(P>0.05)。结论MSCT及三维后处理技术对颈椎病患者具有较高的诊断价值,可用于颈椎病分型诊断,并为临床治疗提供参考。 展开更多
关键词 颈椎病 分型 多层螺旋CT 三维后处理技术
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四川盆地涪陵页岩气立体开发区压裂后取心技术与认识 被引量:1
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作者 孙焕泉 路智勇 +5 位作者 刘莉 方吉超 郑爱维 李继庆 张玉强 肖佳林 《石油勘探与开发》 北大核心 2025年第3期653-664,共12页
在涪陵页岩气三层立体开发区开展压裂后取心试验,系统设计不同井型取心井6口,基于页岩压后钻井、取心和监测一体化工程技术及裂缝溯源分析,开展页岩气立体开发压裂后缝网评价。压后岩心裂缝数据表明,压裂后形成天然成因、水力成因、机... 在涪陵页岩气三层立体开发区开展压裂后取心试验,系统设计不同井型取心井6口,基于页岩压后钻井、取心和监测一体化工程技术及裂缝溯源分析,开展页岩气立体开发压裂后缝网评价。压后岩心裂缝数据表明,压裂后形成天然成因、水力成因、机械外力成因3大类裂缝,细分为天然构造缝、天然层理缝、水力压裂缝、压裂激活缝、钻井诱导缝、岩心搬运缝6个小类。压后人工缝网形态丰富,水力压裂缝和压裂激活缝相互交织,呈现8种人工缝网形态,以“一”字形简单裂缝最为常见,约占总裂缝的70%。至压裂井筒距离小于35 m时,人工缝网密度较高;距离为35~100 m时,人工缝网密度较低;距离大于100 m时,密度逐渐增大。取心区裂缝溯源结果证实,目前压裂工艺可基本实现涪陵焦石坝主体区块储层的差异化改造,三层立体开发模式能够高效动用页岩气储量,但在裂缝复杂度及扩展均衡性上仍有提升空间,需进一步优化密切割+缝内/缝口暂堵转向、限流射孔等技术,促进裂缝均衡起裂延伸扩展。 展开更多
关键词 涪陵页岩气 立体开发 压后取心 取心工艺 裂缝分类 裂缝溯源 缝网评价 储量动用
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基于多维数据的网络规划需求智能分析与后评估算法研究 被引量:1
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作者 张建刚 刘大洋 +2 位作者 蒲香雨 何凌 韩喆 《电信工程技术与标准化》 2025年第7期9-14,共6页
当前无线网络规划需求点以问题点触发,通过人工选择确认,缺乏智能化评估输出精准的需求点定位。规划建设阶段按照建设工期批量管控,易导致关键难攻坚、站址进展滞后,无法提前形成有效覆盖。规划站点入网后,缺乏成体系的站点入网后评估... 当前无线网络规划需求点以问题点触发,通过人工选择确认,缺乏智能化评估输出精准的需求点定位。规划建设阶段按照建设工期批量管控,易导致关键难攻坚、站址进展滞后,无法提前形成有效覆盖。规划站点入网后,缺乏成体系的站点入网后评估体系。本文通过建立高效且精准的需求挖掘算法,提高投资效益,建立基于问题严重性、区域紧迫性的需求站点分层分级的管控体系,牵引站点建设进度。通过基于站点结构、目标网健康度、网络质量的多维度数据后评估算法,实现站点入网效果量化。 展开更多
关键词 网络规划 需求算法 分层分级 管控体系 后评估算法
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麻醉恢复室内多种并发症的可解释多标签分类预测模型
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作者 马国婷 贾晓琴 +2 位作者 张东 王玲凯 阎文军 《临床麻醉学杂志》 北大核心 2025年第8期789-796,共8页
目的探讨麻醉恢复室内多种并发症的发生情况及其相关风险因素,构建并验证可解释的多标签分类预测模型。方法选择2023年11月至2024年10月择期全身麻醉下手术后转入麻醉恢复室的患者10313例,男5416例,女4897例,年龄≥18岁,按7∶3比例随机... 目的探讨麻醉恢复室内多种并发症的发生情况及其相关风险因素,构建并验证可解释的多标签分类预测模型。方法选择2023年11月至2024年10月择期全身麻醉下手术后转入麻醉恢复室的患者10313例,男5416例,女4897例,年龄≥18岁,按7∶3比例随机划分为训练集(n=7220)和验证集(n=3093)。持续监测和评估患者是否发生呼吸系统不良事件、低体温、血流动力学不稳定、恶心/呕吐、躁动/谵妄、疼痛及非疼痛症状7类麻醉恢复室常见并发症。采用多标签分类学习技术在训练集中构建二进制相关性、分类器链、集成分类器链和多标签k近邻4种预测模型,并在验证集中通过汉明损失、准确度、精确度、召回率和F1分数评估模型性能。通过Shapley加法解释对表现最佳的模型进行全局和局部的可解释性分析。结果有4854例(47.1%)患者至少发生一种并发症,2723例(26.4%)患者同时出现两种或以上并发症。年龄≥65岁、女性、BMI≥28 kg/m^(2)、麻醉时间≥4 h及术后镇痛是预测麻醉恢复室并发症的5个关键特征。分类器链模型表现最佳,汉明损失为0.119、准确度为0.881、精确度为0.888、召回率为0.987以及F1分数为0.934。结论结合可解释性方法的多标签分类模型能够有效预测麻醉恢复室内并发症,并揭示各并发症的特定风险因素,为术后早期并发症的综合管理提供可预测、可操作的方法。 展开更多
关键词 麻醉恢复室 多标签分类 可解释性 风险因素 联合预测
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2019—2024年我国医疗器械上市与召回风险分析及对策研究 被引量:2
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作者 刘云鹏 徐杨 +2 位作者 过其祥 李泽宇 杨悦 《健康发展与政策研究》 北大核心 2025年第1期89-97,共9页
目的 分析我国医疗器械上市和召回的情况,研究医疗器械上市特征与召回之间的关系。方法 从国家药品监督管理局官方网站获取2019—2024年我国医疗器械上市和召回情况,从产品生产属地、管理类别、产品类别、召回级别、召回原因等方面展开... 目的 分析我国医疗器械上市和召回的情况,研究医疗器械上市特征与召回之间的关系。方法 从国家药品监督管理局官方网站获取2019—2024年我国医疗器械上市和召回情况,从产品生产属地、管理类别、产品类别、召回级别、召回原因等方面展开分析。结果 我国医疗器械上市数量不断增加,创新性不断提升,产品召回数量逐年减少。2019—2024年共有2 488个医疗器械发生召回,在发生召回的医疗器械中75.1%属于进口医疗器械,50.4%为Ⅲ类医疗器械。在国产医疗器械召回中,61.6%来自监管部门的监测发现。我国2019—2023年Ⅲ类医疗器械的召回发生率为1.8%。Ⅲ类高风险医疗器械相比Ⅰ类和Ⅱ类更容易发生一级召回(P <0.001)。目前,器械设计(58.1%)、材料与制造(28.4%)和软件(6.1%)是发生一级召回的主要原因。结论 针对目前我国医疗器械上市和召回的现状及特征,应加强企业的主体责任,鼓励国内企业加强不良事件上报,提升召回主动性。应加大对高风险医疗器械的监测力度,基于历史召回数据构建风险预防体系,不断优化医疗器械设计与监管。 展开更多
关键词 医疗器械 医疗器械分类 产品召回 风险管理 上市后监管
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Diagnostic value of the airway post-processing technique of multi-slice spiral CT in accessory cardiac bronchus
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作者 ZHU Chunxiao 《China Medical Abstracts(Internal Medicine)》 2025年第1期1-1,共1页
Objective To assess the diagnostic value of the airway post-processing technique of multi-slice spiral CT(MSCT)in accessory cardiac bronchus(ACB)and to improve the understanding of this disease.Methods The original MS... Objective To assess the diagnostic value of the airway post-processing technique of multi-slice spiral CT(MSCT)in accessory cardiac bronchus(ACB)and to improve the understanding of this disease.Methods The original MSCT axial images and various post-processing reconstructed images of 9 ACB cases were retrospectively analyzed.Airway post-processing techniques,including multi-planar reformation(MPR),minimum intensity projection(MinIP),volume rendering technique(VRT),CT virtual endoscopy(CTVE)and tissue transition projection(TTP),were employed.Three-dimensional recombination images of bronchial trees were obtained and classified according to the Mangiulea classification.Results Among the 9 cases with ACB,there were 6 cases of accessory-lobed type,3 cases of long diverticular type,and no cases of short diverticular type.The lateral axial images,MPR,MinIP,VRT,CTVE,and TTP all clearly displayed ACB.Among the 6 cases of accessorylobed type,there were 5 cases with accessory lobe dysplasia and one case with pneumonia in an accessory lobe.One case was complicated with accessory lobe emphysema.Among the 3 cases with long diverticular type ACB,one had pneumonia.Among the 9 cases,there was 1 case with old tuberculous focus,1 case with pulmonary fibrous focus,1 case with pleural thickening and adhesion,and 1 case with tracheal diverticulum.Conclusion The airway post-processing technique of MSCT can not only clarify the diagnosis,origin and classification of ACB,but also measure the opening diameter,length and distance to the tracheal carina of ACB.It guides clinical treatment and tracheoscopy,etc,and can be used as the preferred examination method for ACB. 展开更多
关键词 tissue transiti accessory cardiac bronchus acb accessory cardiac bronchus multi slice spiral CT diagnostic value intensity projection minip volume rendering technique vrt ct virtual endoscopy ctve airway post processing technique Mangiulea classification
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中医药治疗卒中后抑郁研究进展
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作者 刘文臣 刘飞 刘俊丽 《中国中医药图书情报杂志》 2025年第1期184-187,共4页
卒中后抑郁患病率较高,给社会、家庭及患者带来沉重负担,本文通过综述卒中后抑郁的病因病机、中医学对卒中后抑郁的认识、辨证分型、内治法与外治法,分析该领域研究现状,为中医药治疗该病提供理论指导。
关键词 卒中后抑郁 证候分型 辨证论治 综述
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决策融合注意力机制分割模型的遥感图像变化检测
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作者 冯飞 马召恒 +2 位作者 张雷 王友雷 莫楠 《工程勘察》 2025年第11期45-51,73,共8页
为利用深度学习技术提升遥感图像变化图斑的监测精度与效率,本文提出一种决策融合注意力机制分割模型的变化检测方法。首先,充分利用前一时相遥感图像和矢量数据,建立土地利用类型与土地覆盖地物类型的映射关系,自动生成训练样本库,顾... 为利用深度学习技术提升遥感图像变化图斑的监测精度与效率,本文提出一种决策融合注意力机制分割模型的变化检测方法。首先,充分利用前一时相遥感图像和矢量数据,建立土地利用类型与土地覆盖地物类型的映射关系,自动生成训练样本库,顾及两时相光谱差异增强样本,减少人工样本标注。然后,基于视觉注意力机制语义分割算法构建土地覆盖地物识别模型,决策融合多类别模式和单类别模式的地物提取结果,提升地物分类精度。最后,采用分类后比较法与前一时相地物类型信息对比,获取变化图斑的位置与类型。河北石家庄市长安区的实验结果表明,在训练与测试比例为1∶1的情况下,本文提出的变化检测方法F1值精度提升了3%,优于基于PSPNET与DeepLabV3的变化检测方法。 展开更多
关键词 视觉注意力机制 语义分割 变化检测 分类后比较 深度学习
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