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大模型隐私推理技术现状与发展趋势
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作者 任奎 刘健 《密码学报(中英文)》 北大核心 2025年第6期I0001-I0002,共2页
参数规模在十亿甚至万亿以上的大模型通过海量数据预训练获得强大语言理解与生成能力,已成为智能化应用的核心驱动力,但其可持续发展和广泛应用面临巨大的隐私合规挑战.用户在日常与大模型的交互过程中,往往会涉及个人敏感数据,如位置... 参数规模在十亿甚至万亿以上的大模型通过海量数据预训练获得强大语言理解与生成能力,已成为智能化应用的核心驱动力,但其可持续发展和广泛应用面临巨大的隐私合规挑战.用户在日常与大模型的交互过程中,往往会涉及个人敏感数据,如位置、偏好、财务、医疗、组织内部信息等,这些数据通常存储于模型提供商的服务器上,一旦发生内部人员滥用或外部黑客入侵,将造成严重的隐私泄露后果.这类风险不仅直接危及用户的数据安全和隐私权益,也使运营商在部署和运营大模型服务时承受更高的合规压力与潜在的法律风险.随着各国监管对数据跨境、数据最小化、安全存储、可审计性等要求不断提高,如何在不泄露用户敏感信息的前提下提供大模型能力,已成为行业面临的核心难题之一. 展开更多
关键词 大模型 用户隐私 敏感数据 隐私合规 数据安全
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Vitrohouse.A Demountable House Built Entirely with Flat Glass.Technical,Bioclimatic,and Sustainable Analysis
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作者 Luis De Garrido 《Journal of Environmental Science and Engineering(B)》 2025年第5期225-254,共30页
This study shows a technical,bioclimatic,and sustainable analysis of the first demountable house built entirely from glass components,Vitrohouse.The technical analysis details the construction challenges overcome to c... This study shows a technical,bioclimatic,and sustainable analysis of the first demountable house built entirely from glass components,Vitrohouse.The technical analysis details the construction challenges overcome to create a demountable house using only flat glass for all components(foundations,slabs,supporting structure,beams,roof,envelope,furnishings,kitchen fixtures,appliances).Secondly,we analyze the thermal and bioclimatic behavior of this demountable all-glass house to evaluate its energy efficiency.We also assess the contribution of Vitrohouse’s bioclimatic design to its sustainability level,using 11 of the most internationally recognized GBRSs(Green Building Rating Systems),demonstrating that it achieves a higher degree of sustainability than a conventional,non-bioclimatic home of the same size.Thirdly,we analyze the contribution of Vitrohouse’s demountable nature,showing that it has a higher level of sustainability than a conventionally built house.Finally,the sustainable analysis of its demountability is quantified using 11 GBRSs.The results show that it is perfectly feasible to construct buildings solely from flat glass,achieving high energy efficiency and sustainability.Furthermore,the glass components can be easily disassembled and reused,or recycled to manufacture new components with minimal energy consumption. 展开更多
关键词 Flat glass construction house made with glass bioclimatic design sustainable assessment demountable construction Green Building Rating System.
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Quantification of the Contribution of High-Weight Demountable Construction to the Sustainability.Case Study:Sayab
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作者 Luis De Garrido 《Journal of Environmental Science and Engineering(B)》 2025年第5期201-224,共24页
This study quantifies for the first time the contribution of high-weight demountable construction to the sustainable level of a building using 11 of the most representative and internationally used GBRSs(Green Buildin... This study quantifies for the first time the contribution of high-weight demountable construction to the sustainable level of a building using 11 of the most representative and internationally used GBRSs(Green Building Rating Systems).The scores of a prefabricated,high-weight demountable building(Sayab)were compared with those of a non-demountable building(a baseline),in both cases using 11 of the most important GBRSs.All GBRSs have found that high-weight demountable construction provides a higher level of sustainability.However,the resulting scores varied widely(from an increase of 1.4%to an increase of 22.72%),and only three GBRSs clearly valued its obvious sustainable advantages(CEDES:22.72%,DNGB:14.79%,SBTools:12.4%)while the rest valued it very little,and four of them barely valued it.The results of this case study are generalizable,since the different existing GBRSs do not have the capacity to detect small changes in high-weight demountable construction systems.However similar studies should be carried out to confirm the results obtained and accurately quantify the contribution of demountable construction to the sustainable level of buildings. 展开更多
关键词 Prefabricated systems sustainable evaluation high-weight demountable construction Green Building Rating System
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浅谈煤矿安全的法规和制度问题 被引量:1
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作者 蔡厚安 耿妹华 吕秀江 《河北工程大学学报(社会科学版)》 2008年第4期63-65,共3页
瓦斯事故频发的根源,除人为、落后的技术和设备等因素外,矿山安全法规的不健全或许也是一个严重影响矿井安全生产的因素。介绍了一些国外先进的矿山安全法规,指出我国的矿山安全法规与国外的相比不足之处,并对矿山安全方面法规的修改和... 瓦斯事故频发的根源,除人为、落后的技术和设备等因素外,矿山安全法规的不健全或许也是一个严重影响矿井安全生产的因素。介绍了一些国外先进的矿山安全法规,指出我国的矿山安全法规与国外的相比不足之处,并对矿山安全方面法规的修改和制定提出了进一步的建议,以求国家煤矿企业生产安全能够得到改善和提高。 展开更多
关键词 煤矿安全 法规 瓦斯 国外经验
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Elevated plasma level of matrix metalloproteinases-9 and its significance in patients with abdominal aortic aneurysms
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作者 马中 Joerg.HECKENKAMP +2 位作者 Jan.BRUNKWALL 陈江浩 陈美芬 《Journal of Medical Colleges of PLA(China)》 CAS 2003年第5期305-307,共3页
Objective: To investigate the changes of the plasma level of MMP-9 (Matrix Metalloproteinase-9, MMP-9) in the patients with abdominal aortic aneurysms (AAAs) before and after the treatment, and evaluate the significan... Objective: To investigate the changes of the plasma level of MMP-9 (Matrix Metalloproteinase-9, MMP-9) in the patients with abdominal aortic aneurysms (AAAs) before and after the treatment, and evaluate the significance of MMP-9 in the pathogenesis of AAAs. Methods: Blood samples of 35 patients with AAAs and 10 patients with the arterial occlusive diseases (AODs) , which enrolled into the Vascular Surgery Center of Colonge University Hospital from February to August of 2002, were collected before and one month after surgical repair or less-invasive endovascular exclusion. The plasma concentrations of MMP-9 of all the collected samples were measured by means of enzyme-linked immunosorbent assay(ELISA), and compared between the two groups patients at different time point. Results: The mean plasma concentration of MMP-9 of AAAs was significantly higher than that of AODs prior to treatment [(90.3±9.1) ng/ml vs (23.6±7.3) ng/ml, P<0.05], and no apparent difference was showed in the patients with AODs [(23.6±7.3) ng/ml vs (25.3±5.8) ng/ml, P>0.05)] before and after the surgical bypass operation. However, in the patients with AAAs the plasma concentration of MMP-9 was apparently decreased one month after the surgical repair or endovascular exclusion compared with before [(28.6±8.4) ng/ml vs (90.3±9.1) ng/ml, P<0.05)]. No meaningful difference of the mean plasma MMP-9 concentration was seen between two groups after the both being successfully treated [(28.6±8.4) ng/ml vs (25.3±5.8) ng/ml, P>0.05]. Conclusion: Apparent elevation of plasma concentration of MMP-9 in the AAAs and its dramatic decrease after being treated implicated that MMP-9 might play an important role in the formation and development of AAAs. Meanwhile, to investigate the changes of MMP-9 level of AAAs could provide an practical way to facilitate the earlier diagnosis and long term surveillance for AAAs. More importantly, pharmacologic prevention and treatment of AAAs, in which the MMP-9 serves as effective target, might be possible in the future. 展开更多
关键词 abdominal aortic aneurysms ( AAAs ) matrix metalloproteinases ( MMPs ) arterial occlusive dieases (AODs)
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科技共同体应对人类共同挑战的路径选择 被引量:3
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作者 Sudip Parikh Sandrine Dixson-Decleve +1 位作者 Dan Dorner 冯子健 《科技导报》 CSCD 北大核心 2021年第16期19-24,共6页
进人现代社会,人类相互依赖性不断增强,世界已成为一个休戚与共的命运共同体。当前人类社会面临着气候变化、自然灾害、能源环境、生命健康等诸多全球性的挑战。如何超越局限,探索真理,成为科技共同体共同的使命;如何面对当前挑战和未... 进人现代社会,人类相互依赖性不断增强,世界已成为一个休戚与共的命运共同体。当前人类社会面临着气候变化、自然灾害、能源环境、生命健康等诸多全球性的挑战。如何超越局限,探索真理,成为科技共同体共同的使命;如何面对当前挑战和未来之变是科技共同体共同贡献的重要内容;这也是当今科技共同体应该思考的问题。 展开更多
关键词 相互依赖性 命运共同体 科技共同体 能源环境 气候变化 自然灾害 路径选择 探索真理
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可信AI的前世今生 被引量:2
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作者 陶大程 《智能系统学报》 CSCD 北大核心 2021年第4期I0001-I0001,共1页
人工智能并不是一个新的概念,从1950年的图灵之问开始,到今天产业的蓬勃发展。随着人工智能广泛的产业落地带来的诸多问题,AI面临越来越多的可信挑战,例如AI系统的不确定性导致潜在的安全问题;可解释性的缺乏限制了AI更广泛的应用与赋能... 人工智能并不是一个新的概念,从1950年的图灵之问开始,到今天产业的蓬勃发展。随着人工智能广泛的产业落地带来的诸多问题,AI面临越来越多的可信挑战,例如AI系统的不确定性导致潜在的安全问题;可解释性的缺乏限制了AI更广泛的应用与赋能;AI系统如何在使用数据的同时保护用户隐私等。构筑可信AI已成为全球共识,2016年欧盟颁布了《通用数据保护条例(GDPR)》;2017年12月,IEEE提出了《人工智能的伦理设计准则》,之后澳洲、美国、新加坡等都提出了相关的政策、指南或白皮书。 展开更多
关键词 人工智能 数据保护 可解释性 用户隐私 AI 全球共识 前世今生 不确定性
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中频变频器V/F曲线及现场调试 被引量:2
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作者 严士农 徐忠华 《轴承》 北大核心 2003年第3期17-19,共3页
对中频变频器的V/F曲线进行分析 ,针对现场调试V/F曲线常会产生的问题进行试验和理论探讨。阐述根据电主轴空载电流和负载电流的变化状态进行现场修正V/F曲线的方法。
关键词 V/F曲线 调试 变频器 电压 频率 电主轴 负载特性 变频调速
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Helicobacter pylori and corpus gastric pathology are associated with lower serum ghrelin 被引量:11
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作者 Paula Mantero Gonzalo Sebastián Matus +7 位作者 Rodolfo Ernesto Corti Ana María Cabanne Gerardo Gabriel Zerbetto de Palma Liliana Marchesi Olid María Marta Piskorz Marcela Beatriz Zubillaga Mariana Andrea Janjetic Cinthia Gabriela Goldman 《World Journal of Gastroenterology》 SCIE CAS 2018年第3期397-407,共11页
AIM To evaluate the association of Helicobacter pylori(H. pylori), cag A genotype, and type of gastric pathology with ghrelin, leptin and nutritional status.METHODS Fasted dyspeptic adults(18-70 years) referred for an... AIM To evaluate the association of Helicobacter pylori(H. pylori), cag A genotype, and type of gastric pathology with ghrelin, leptin and nutritional status.METHODS Fasted dyspeptic adults(18-70 years) referred for an upper digestive endoscopy were enrolled in this crosssectional study. Height and weight were assessed for body mass index(BMI) calculation. A sociodemographic survey was administered and nutrient intake was evaluated with 24 h dietary recalls. Serum total ghrelin and leptin levels were analyzed by enzymelinked immunosorbent assay. 13 C-Urea Breath Test was performed and four gastric biopsies were obtained during endoscopy for histopathology and H. pylori DNA amplification and genotyping. Data analysis was performed using χ2, Mann-Whitney U, Kruskal-Wallis tests, Spearman's correlation and linear regression.RESULTS One hundred and sixty-three patients(40.8 ± 14.0 years), 98/65 females/males, were included. Overall, persistent H. pylori prevalence was 53.4%(95%CI: 45.7%-65.8%). Neither nutrient intake nor BMI differed significantly between H. pylori positive and negative groups. Serum ghrelin was significantly lower in infected patients [median 311.0 pg/m L(IQR 230.0-385.5)] than in uninfected ones [median 355.0 pg/m L(IQR 253.8-547.8)](P = 0.025), even after adjusting for BMI and gender(P = 0.03). Ghrelin levels tended to be lower in patients carrying cag A positive strains both in the antrum and the corpus; however, differences with those carrying cag A negative strains did not reach statistical significance(P = 0.50 and P = 0.49, respectively). In addition, the type and severity of gastric pathology in the corpus was associated with lower serum ghrelin(P = 0.04), independently of H.pylori status. Conversely, leptin levels did not differ significantly between infected and uninfected patients [median 1.84 ng/m L(0.80-4.85) vs 1.84 ng/m L(0.50-5.09),(P = 0.51)]. CONCLUSION H. pylori infection and severity of gastric corpus pathology are associated with lower serum ghrelin. Further studies could confirm a lower ghrelin prevalence in cag A-positive patients. 展开更多
关键词 HELICOBACTER PYLORI CAGA GHRELIN Leptin Pathology
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球轴承内圈接触密封及槽形选择 被引量:2
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作者 张民东 《轴承》 北大核心 2000年第9期5-7,共3页
在分析国内外密封轴承结构优劣的基础上 ,开发出一种有效的密封轴承结构型式 ,其结构新颖、合理 ,工艺性好 ,轴承的升温、漏脂和防尘性能均达到较高水平。介绍了该轴承的加工方法和检测手段。附图 6幅 ,表 2个 ,参考文献 2篇。
关键词 球轴承内圈接触密封 槽形选择 密封结构
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Calcium phosphate conversion technique:A versatile route to develop corrosion resistant hydroxyapatite coating over Mg/Mg alloys based implants 被引量:5
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作者 G.S.Hikku C.Arthi +2 位作者 R.B.Jeen Robert K.Jeyasubramanian R.Murugesan 《Journal of Magnesium and Alloys》 SCIE EI CAS CSCD 2022年第7期1821-1845,共25页
Globally,vast research interest is emerging towards the development of biodegradable orthopedic implants as it overcomes the toxicity exerted by non-degradable implants when fixed in the human body for a longer period... Globally,vast research interest is emerging towards the development of biodegradable orthopedic implants as it overcomes the toxicity exerted by non-degradable implants when fixed in the human body for a longer period.In this context,magnesium(Mg)plays a major role in the production of biodegradable implants owing to their characteristic degradation nature under the influence of body fluids.Also,Mg is one of the essential nutrients required to perform various metabolic activities by the human cells,and therefore,the degraded Mg products will be readily absorbed by the nearby tissues.Nevertheless,the higher corrosion rate in the biological environment is the primary downside of using Mg implants that liberate H2gas resulting in the formation of cavities.Further,in certain cases,Mg undergoes complete degradation before the healing of damaged bone tissue and cannot serve the purpose of providing mechanical support.So,many studies have been focused on the development of different strategies to improve the corrosion-resistant behavior of Mg according to the requirement.In this regard,the present review focused on the limitations of using pure Mg and Mg alloys for the fabrication of medical implants and how the calcium phosphate conversion coating alters the corrosive tendency through the formation of hydroxyapatite protective films for enhanced performance in medical implant applications. 展开更多
关键词 Biodegradable implants MAGNESIUM Controlled corrosion ALLOYING HYDROXYAPATITE Calcium phosphate conversion coating
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新颖的数字电子密码锁 被引量:3
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作者 严士农 《电子工程师》 2001年第2期48-49,53,共3页
介绍了采用数字比较器等数字集成电路设计的电子密码锁 ,阐述了其工作原理 ,给出了具体的电路原理图。该密码锁具有密码预置 ,保密性强 ,误码报警 。
关键词 数字集成电路 电子密码锁 数字电路 预置密码 数字比较器
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中频变频器跳车后自启动故障的分析 被引量:3
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作者 严士农 《电工技术》 2001年第8期46-46,共1页
中频变频器在轴承行业中应用已十多年.轴承行业使用的中频变频器调速控制方式一般都是V/f控制方式,输出频率范围为20~2500Hz,电压范围为0~350V.
关键词 中频变频器 轴承 跳车 自启动 故障分析
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中频变频器UFV故障探析 被引量:2
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作者 严士农 《机床电器》 2002年第4期44-45,共2页
本文对中频变频器的UFV故障进行了系统试验和原因分析 。
关键词 中频变频器 UFV故障 电压反馈系数 故障分析
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IGBT中频变频器的现场应用探讨 被引量:1
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作者 严士农 《通用机械》 2003年第8期60-63,共4页
介绍了使用IGBT模块的SPWM控制方式中频变频器的特点,重点阐述了该中频变频器在现场使用时V/F曲线和电子热继电器等的设置,并对中频变频器的V/F曲线失调、电磁兼容等问题进行了探讨。
关键词 IGBT SPWM 中频变频器 V/F曲线 电子热继电器 电磁兼容 电动机
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An Advanced Dynamic Scheduling for Achieving Optimal Resource Allocation
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作者 R.Prabhu S.Rajesh 《Computer Systems Science & Engineering》 SCIE EI 2023年第1期281-295,共15页
Cloud computing distributes task-parallel among the various resources.Applications with self-service supported and on-demand service have rapid growth.For these applications,cloud computing allocates the resources dyn... Cloud computing distributes task-parallel among the various resources.Applications with self-service supported and on-demand service have rapid growth.For these applications,cloud computing allocates the resources dynami-cally via the internet according to user requirements.Proper resource allocation is vital for fulfilling user requirements.In contrast,improper resource allocations result to load imbalance,which leads to severe service issues.The cloud resources implement internet-connected devices using the protocols for storing,communi-cating,and computations.The extensive needs and lack of optimal resource allo-cating scheme make cloud computing more complex.This paper proposes an NMDS(Network Manager based Dynamic Scheduling)for achieving a prominent resource allocation scheme for the users.The proposed system mainly focuses on dimensionality problems,where the conventional methods fail to address them.The proposed system introduced three–threshold mode of task based on its size STT,MTT,LTT(small,medium,large task thresholding).Along with it,task mer-ging enables minimum energy consumption and response time.The proposed NMDS is compared with the existing Energy-efficient Dynamic Scheduling scheme(EDS)and Decentralized Virtual Machine Migration(DVM).With a Network Manager-based Dynamic Scheduling,the proposed model achieves excellence in resource allocation compared to the other existing models.The obtained results shows the proposed system effectively allocate the resources and achieves about 94%of energy efficient than the other models.The evaluation metrics taken for comparison are energy consumption,mean response time,percentage of resource utilization,and migration. 展开更多
关键词 Cloud computing resource allocation load balance dynamic scheduling dimensionality reduction
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Intermediate-advanced hepatocellular carcinoma in Argentina:Treatment and survival analysis 被引量:4
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作者 Federico Pinero Sebastián Marciano +13 位作者 Nora Fernández Jorge Silva Margarita Anders Alina Zerega Ezequiel Ridruejo Gustavo Romero Beatriz Ameigeiras Claudia D’Amico Luis Gaite Carla Bermúdez Virginia Reggiardo Luis Colombato Adrián Gadano Marcelo Silva 《World Journal of Gastroenterology》 SCIE CAS 2019年第27期3607-3618,共12页
BACKGROUND Hepatocellular carcinoma(HCC)represents the sixteenth most frequent cancer in Argentina.The rise of new therapeutic modalities in intermediate-advanced HCC opens up a new paradigm for the treatment of HCC.A... BACKGROUND Hepatocellular carcinoma(HCC)represents the sixteenth most frequent cancer in Argentina.The rise of new therapeutic modalities in intermediate-advanced HCC opens up a new paradigm for the treatment of HCC.AIM To describe real-life treatments performed in patients with intermediateadvanced HCC before the approval of new systemic options.METHODS This longitudinal observational cohort study was conducted between 2009 and2016 in 14 different regional hospitals from Argentina.Included subjects had intermediate-advanced Barcelona Clinic Liver Cancer(BCLC)HCC stages(BCLC B to D).Primary end point analyzed was survival,which was assessed for each BCLC stage from the date of treatment until last patient follow-up or death.Kaplan Meier survival curves and Cox regression analysis were performed,with hazard ratios(HR)calculations and 95%confidence intervals(95%CI).RESULTS From 327 HCC patients,41%were BCLC stage B,20%stage C and 39%stage D.Corresponding median survival were 15 mo(IQR 5-26 mo),5 mo(IQR 2-13 mo)and 3 mo(IQR 1-13 mo)(P<0.0001),respectively.Among BCLC-B patients(n=135),57%received TACE with a median number of 2 sessions(IQR 1-3 sessions).Survival was significantly better in BCLC-B patients treated with TACE HR=0.29(CI:0.21-0.40)than those without TACE.After tumor reassessment by RECIST 1.1 criteria following the first TACE,patients with complete response achieved longer survival(HR=0.15(CI:0.04-0.56,P=0.005))Eighty-two patients were treated with sorafenib,mostly BCLC-B and C(87.8%).However,12.2%were BCLC-D.Median survival with sorafenib was 4.5 mo(IQR 2.3-11.7 mo);which was lower among BCLC-D patients 3.2 mo(IQR 2.0-14.1 mo).A total of 36 BCLC-B patients presented tumor progression after TACE.In these patients,treatment with sorafenib presented better survival when compared to those patients who received sorafenib without prior TACE[HR=0.26(CI:0.09-0.71);P=0.013].CONCLUSION In this real setting,our results were lower than expected.This highlights unmet needs in Argentina,prior to the introduction of new treatments for HCC. 展开更多
关键词 Hepatocellular carcinoma THERAPEUTICS SURVIVAL Real-life
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Reversible Data Hiding Based on Varying Radix Numeral System
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作者 J.Hemalatha S.Geetha +3 位作者 R.Geetha C.Balasubramanian Daniela Elena Popescu D.Jude Hemanth 《Computers, Materials & Continua》 SCIE EI 2021年第10期283-300,共18页
A novel image reversible data-hiding scheme based on primitive and varying radix numerical model is presented in this article.Using varying radix,variable sum of data may be embedded in various pixels of images.This s... A novel image reversible data-hiding scheme based on primitive and varying radix numerical model is presented in this article.Using varying radix,variable sum of data may be embedded in various pixels of images.This scheme is made adaptive using the correlation of the neighboring pixels.Messages are embedded as blocks of non-uniform length in the high-frequency regions of the rhombus mean interpolated image.A higher amount of data is embedded in the high-frequency regions and lesser data in the low-frequency regions of the image.The size of the embedded data depends on the statistics of the pixel distribution in the cover image.One of the major issues in reversible data embedding,the location map,is minimized because of the interpolation process.This technique,which is actually LSB matching,embeds only the residuals of modulo radix into the LSBs of each pixel.No attacks on this RDH technique will be able to decode the hidden content in the marked image.The proposed scheme delivers a prominent visual quality despite high embedding capacity.Experimental tests carried out on over 100 natural image data sets and medical images show an improvement in results compared to the existing schemes.Since the algorithm is based on the variable radix number system,it is more resistant to most of the steganographic attacks.The results were compared with a higher embedding capacity of up to 1.5 bpp reversible schemes for parameters like Peak Signal-to-Noise Ratio(PSNR),Embedding Capacity(EC)and Structural Similarity Index Metric(SSIM). 展开更多
关键词 Data hiding spatial correlation radix system prediction error embedding capacity
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VTOL UAVs for Forest Monitoring and Management via Remote Sensing: A Case Study in Khao Yai National Park, Thailand
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作者 Cattleya Delmaire Charnvit Munikanond Settapong Malisuwan 《Journal of Environmental Science and Engineering(A)》 2023年第4期139-150,共12页
The utilization of UAVs (Unmanned Aerial Vehicles) has experienced a remarkable upsurge in various industries, including forestry. Their capacity to expeditiously and effectively cover large tracts of land has resulte... The utilization of UAVs (Unmanned Aerial Vehicles) has experienced a remarkable upsurge in various industries, including forestry. Their capacity to expeditiously and effectively cover large tracts of land has resulted in their widespread adoption as a valuable forest management and monitoring tool. The versatility of UAVs extends to their capability to perform quick and efficient surveys of large areas, inventory of tree species, and monitoring of forest health. This research paper reports on the successful utilization of VTOL (Vertical Takeoff and Landing) UAV that was designed and built at the IESSD (Institute of Earth Science and Sustainable Development) located in the AAA (Asia Aviation Academy) at KMITL (King Mongkut’s Institute of Technology Ladkrabang) Prince of Chumphon Campus, Thailand. The VTOL UAV is employed for resource and environmental missions, as well as forest monitoring by using remote sensing technology. VTOL UAVs are used for aerial surveillance to conduct air photography, data collection, and processing for resource and environmental missions. This research paper presents a comprehensive analysis of the areas at risk of deforestation and forest encroachment in a particular region of Khao Yai National Park in Thailand, highlighting the potential for the resulting photographs to inform evidence-based decision-making and facilitate sustainable forest management practices. This study offers recommendations to develop VTOL UAVs remote sensing capabilities and mitigate deforestation and forest encroachment in Khao Yai National Park. 展开更多
关键词 VTOL UAVS remote sensing DEFORESTATION forest encroachment
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美丽的孔雀石
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作者 於悦 刘光华 《中老年保健》 2014年第1期58-59,共2页
孔雀石是一种古老的玉料.英文名称为Malachite,来源于希腊语Mallache,意思是”绿色“。中国古代称孔雀石为“绿青”、“石绿“或”青琅开”。由于颜色酷似孔雀羽毛上绿色的斑点.因而获得如此美丽的名字。
关键词 孔雀石 英文名称 储藏量 矿产资源
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