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Analysis on Brand Development of Private Colleges and Universities in Guangdong-Hong Kong-Macao Greater Bay Area Based on the Perspective of Sustainable Development
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作者 Mingchao Li 《Management Studies》 2021年第1期61-70,共10页
The special geographical location and political system of the Guangdong-Hong Kong-Macao Greater Bay Area and the international background of coexistence of multiple cultures have strong basic strengths and internation... The special geographical location and political system of the Guangdong-Hong Kong-Macao Greater Bay Area and the international background of coexistence of multiple cultures have strong basic strengths and international advantages in education and talents,and have the rigid conditions for the development of education and talents gathering.The rapid development of the Guangdong-Hong Kong-Macao Greater Bay Area has brought rare opportunities and challenges to private higher education in Guangdong.This study analyzes the significance of private higher education for the development of the Bay Area from the perspective of sustainable development theory,and proposes corresponding strategies for high-quality development. 展开更多
关键词 sustainable development theory Guangdong-Hong Kong-Macao Greater Bay area private colleges and universities
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Brain networks in newborns and infants with and without sensorineural hearing loss:A functional near-infrared spectroscopy study
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作者 Juan Tan Qian-Mei Hou +4 位作者 Fen Zhang Xu Duan Yan-Long Zhang Yu-Jun Lee Hao Yan 《World Journal of Psychiatry》 SCIE 2024年第10期1547-1557,共11页
BACKGROUND Understanding the impact of early sensory deficits on brain development is essential for understanding developmental processes and developing potential interventions.While previous studies have looked into ... BACKGROUND Understanding the impact of early sensory deficits on brain development is essential for understanding developmental processes and developing potential interventions.While previous studies have looked into the impact of prenatal experiences on language development,there is a lack of research on how these experiences affect early language and brain function development in individuals with sensorineural hearing loss(SNHL).AIM To investigate SNHL effects on early brain development and connectivity in 4-month-olds vs healthy newborns and controls.METHODS The research involved analyzing the functional brain networks of 65 infants,categorized into three groups:28 healthy newborns,224-month-old participants with SNHL,and 15 age-matched healthy participants.The resting-state functional connectivity was measured and compared between the groups using functional near-infrared spectroscopy and graph theory to assess the brain network properties.RESULTS Significant differences were found in resting-state functional connectivity between participants with SNHL and age-matched controls,indicating a developmental lag in brain connectivity for those with SNHL.Surprisingly,SNHL participants showed better connectivity development compared to healthy newborns,with connectivity strengths of 0.13±0.04 for SNHL,0.16±0.08 for controls,and 0.098±0.04 for newborns.Graph theory analysis revealed enhanced global brain network properties for the SNHL group,suggesting higher communication efficiency at 4 months.No significant differences were noted in network properties between 4-month-old SNHL participants and neonates.A unique pattern of central hubs was observed in the SNHL group,with 2 hubs in the left hemisphere compared to 6 in controls.CONCLUSION 4-month-old infants with SNHL have a distinct brain network pattern with efficient long-distance information transmission but less effective local communication compared to age-matched controls. 展开更多
关键词 early brain development Sensory hearing loss Language development Graph theory Functional connectivity
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城郊土地生态安全预警系统设计与关键技术研究——以重庆市长生桥镇为例 被引量:17
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作者 庄伟 廖和平 +3 位作者 杨伟 潘卓 李涛 朱凯 《西南大学学报(自然科学版)》 CAS CSCD 北大核心 2014年第2期117-123,共7页
综合采用"惩罚型变权"方法、P-S-R模型、GM(1.1)预测模型等分析方法,构建城郊土地生态安全预警系统基本模型,并进行指标库建立、警限确定、数据标准化、指标权重确定与修正、警度确定与警级划分等关键技术研究,结果显示:2004... 综合采用"惩罚型变权"方法、P-S-R模型、GM(1.1)预测模型等分析方法,构建城郊土地生态安全预警系统基本模型,并进行指标库建立、警限确定、数据标准化、指标权重确定与修正、警度确定与警级划分等关键技术研究,结果显示:2004年到2014年长生桥镇生态安全指数呈现波动上升趋势,从中警状态提升到轻警状态,但水土流失、垃圾散乱堆积、水体污染等现象依然严重,治污能力还有待提升,且人口超载和耕地锐减等现象开始显现,应对水土流失、污水和固体废弃物排放、人口密度、耕地变化等进行重点监测和治理.研究表明,运用上述预警系统和研究方法既能对区域生态安全状况进行动态监测,又能保障预警过程全部程序顺利实现. 展开更多
关键词 城郊土地 生态安全 预警系统 关键技术 变权理论 长生桥镇
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美国入户指导形式的家庭早期教养支持项目分析及其借鉴 被引量:12
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作者 何慧华 曹未蔚 于真 《学前教育研究》 CSSCI 北大核心 2017年第8期46-55,共10页
家庭早期教养质量对儿童的短期和终身发展都有极其重要的影响,因此应为家庭提供早期教养方面的支持与服务。总结发达国家的实践经验可以发现,"入户指导"是改善家庭教养环境的有效手段。如美国就开发和实施了以发展取向教养理... 家庭早期教养质量对儿童的短期和终身发展都有极其重要的影响,因此应为家庭提供早期教养方面的支持与服务。总结发达国家的实践经验可以发现,"入户指导"是改善家庭教养环境的有效手段。如美国就开发和实施了以发展取向教养理论为指导、以"入户指导"为主要形式的"家庭早期教养支持"项目,其目标人群以弱势群体或有特殊需求的群体为主,服务模式以教养-互动为中心,实施过程中强化互动与回应。此种项目在降低家长的教养压力、提高家长的教养效能感、改善家庭环境创设以及亲子互动质量上效果显著。我国政府有必要根据当前家庭育儿需要,从关注医教结合与早期干预到同时重视父母参与,在合理引入民间资源、发挥政府主导作用的基础上,通过私营机构、非政府组织与政府之间的合作建立和完善以"入户指导"为主要形式的"家庭早期教养支持"项目。 展开更多
关键词 发展取向理论 家庭早期教养 入户指导
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基于地质异常理论的页岩气有利区块圈定与定量评价——以渝东南地区下志留统龙马溪组为例 被引量:22
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作者 赵鹏大 李桂范 张金川 《天然气工业》 EI CAS CSCD 北大核心 2012年第6期1-8,103,共8页
目前国内有关页岩气的研究主要集中在页岩气的成藏机理、页岩气成藏的地质条件和远景区预测,而对页岩气勘探理论和方法的研究则相对比较薄弱,这在一定程度上制约了我国页岩气工业化进程。为此,以地质异常找矿理论为指导,结合页岩气的地... 目前国内有关页岩气的研究主要集中在页岩气的成藏机理、页岩气成藏的地质条件和远景区预测,而对页岩气勘探理论和方法的研究则相对比较薄弱,这在一定程度上制约了我国页岩气工业化进程。为此,以地质异常找矿理论为指导,结合页岩气的地质特征,提出了页岩气有利区块圈定与定量评价方法。利用渝东南地区下志留统龙马溪组71个露头剖面和渝页1井的数据,根据页岩埋深、厚度、有机质含量、黏土矿物含量、石英含量等5个页岩气有利区地质异常关键指标及其阈值,预测了渝东南地区大有、武隆、彭水、连湖、黔江、太极和酉阳7个龙马溪组页岩气有利区段。通过对有利区段进行有利度定量评价,圈定出渝东南地区武隆、黔江西、黔江东、太极西、连湖东、连湖西、连湖中、彭水鹿角西、彭水长滩、彭水高谷、彭水鹿角东、酉阳西、酉阳东、大有等14个区块为页岩气有利区块。进而在对上述有利区块进行找气绝对优度和相对优度定量评价的基础上,指出黔江西、武隆、太极西、连湖东、连湖西、连湖中等6个有利区块是渝东南地区页岩气勘探开发的优先靶区。 展开更多
关键词 地质异常理论 定量评价 页岩气 有利区块 有利度 找气优度 优先靶区 渝东南地区 早志留世
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基于可拓理论的艰险山区铁路施工风险预警 被引量:13
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作者 张锦 徐君翔 《安全与环境学报》 CAS CSCD 北大核心 2020年第3期824-831,共8页
艰险山区铁路施工具有难度大、周期长、危险性高等特点,尤其是以川藏铁路为主的艰险山区铁路建设工程需要面临高原高寒、风沙气候、山川河谷、板块运动、地质灾害和生态环保等难题。通过剖析国内外关于山区铁路施工风险评估方法的研究现... 艰险山区铁路施工具有难度大、周期长、危险性高等特点,尤其是以川藏铁路为主的艰险山区铁路建设工程需要面临高原高寒、风沙气候、山川河谷、板块运动、地质灾害和生态环保等难题。通过剖析国内外关于山区铁路施工风险评估方法的研究现状,从"人-机-管-环"的角度构建了针对艰险山区铁路施工风险预警的指标体系,制定了风险预警的等级划分准则,建立了基于可拓理论的艰险山区铁路施工风险预警模型,设计基于层次分析法和熵值法的组合赋权模型,确定预警对象与预警等级的关联度计算方法。最后通过以川藏铁路重点隧道工程施工建设为例,验证了提出的风险预警模型的适用性。结果表明,川藏铁路9大超长隧道建设工程中有3条隧道处于Ⅱ级预警,有4条隧道处于Ⅲ级预警。 展开更多
关键词 安全管理工程 艰险山区铁路 川藏铁路 风险预警 可拓理论
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农村供水安全预警模糊综合评价研究 被引量:2
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作者 金丽 冷曼曼 +1 位作者 李庆国 李斌 《中国水利》 2015年第5期20-22,共3页
提出农村供水安全预警的概念及其内容,在水安全评价分析的基础上对山东省农村供水安全警源进行分析研究,建立了农村饮水安全工程供水安全预警评价指标体系。评价指标分为定性指标和定量指标。依据警源所造成后果的可能性大小以及造成后... 提出农村供水安全预警的概念及其内容,在水安全评价分析的基础上对山东省农村供水安全警源进行分析研究,建立了农村饮水安全工程供水安全预警评价指标体系。评价指标分为定性指标和定量指标。依据警源所造成后果的可能性大小以及造成后果的严重与否,将农村供水安全预警等级分为五类,基于可变模糊理论农村供水安全预警模糊综合评价模型对农村地区饮水安全工程进行评价。以青岛市农村地区为例进行预警评价,结果表明青岛市农村饮水安全工程供水安全预警等级为中警。 展开更多
关键词 农村供水 指标体系 预警评价 模糊综合评价模型
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河南省中小企业发展新机遇研究
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作者 赵国党 《河北工程大学学报(社会科学版)》 2012年第2期4-9,共6页
为了沿着历史经验一现实响应一未来走向这一逻辑线索,更加系统地考察河南省中小企业发展新机遇,文章利用CAS理论,构建了河南政府一中小企业一环境复杂系统,并对该系统演化方向进行探究。结果表明:河南省政府提出和实施中原经济区建设构... 为了沿着历史经验一现实响应一未来走向这一逻辑线索,更加系统地考察河南省中小企业发展新机遇,文章利用CAS理论,构建了河南政府一中小企业一环境复杂系统,并对该系统演化方向进行探究。结果表明:河南省政府提出和实施中原经济区建设构想是其作为适应性主体在复杂系统演进中对外界刺激所做出的调整自己行为规则的反映。利用中原经济区建设契机,按照现代企业制度要求规范经营,发展壮大,是河南省中小企业未来一定时期内发展战略的重要选择。 展开更多
关键词 中原经济区 中小企业 发展新机遇 CAS理论
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Designing a spatial pattern to rebalance the orientation of development and protection in Wuhan 被引量:12
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作者 JIN Gui SHI Xin +3 位作者 HE Dawei GUO Baishu LI Zhaohua SHI Xianbin 《Journal of Geographical Sciences》 SCIE CSCD 2020年第4期569-582,共14页
Patterns of spatial development and protection form a basic category of geoscience,and redesigning them is a popular subject of research in regional sustainable development that is important for ecological civilizatio... Patterns of spatial development and protection form a basic category of geoscience,and redesigning them is a popular subject of research in regional sustainable development that is important for ecological civilization construction.The authors here report a case study of Wuhan city using the circuit theory model and minimum cumulative resistance(MCR)model to rebalance its spatial protection and development.The results show the following:(1)Using the density of the gross domestic product(GDP),density of population,rate of urbanization,and access to transportation as evaluation indicators,seven core areas of development in Wuhan were identified,accounting for 59%of the total number of streets,that exhibited a “circular-satellite”spatial structure.(2)According to the importance of ecosystem services,ecological sensitivity,land use type,and slope of the terrain,the resistance surface of spatial development in Wuhan had a stereoscopic spatial form of an“inverted pyramid,”with high surroundings and a low center.The area of low resistance accounted for 6.64%of the total area of Wuhan.(3)Based on coupling analysis using the MCR and spatial morphological characteristics of current,nine axes of spatial development with a total area of 427.27 km2 and eight key strategic points with a total area of 40.02 km2 were identified.Streets that were prioritized for development accounted for 9.63%of Wuhan's total area.(4)By combining the characterization of the development axis with the structure of the three-level core area,we extracted the structure of spatial development of "one heart,two wings,and three belts" in Wuhan.The research framework and empirical results can provide scientific guidance for the urban spatial layout,the development of regional linkages,and ecological environmental protection in China. 展开更多
关键词 spatial DEVELOPMENT and PROTECTION circuit theory MODEL minimum CUMULATIVE resistance MODEL core area DEVELOPMENT axis WUHAN
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高海拔地区在役混凝土桥梁安全预警研究 被引量:7
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作者 常嘉慧 郝伟 《中国安全生产科学技术》 CAS CSCD 北大核心 2020年第3期111-117,共7页
为准确评估高海拔地区在役混凝土桥梁的安全状况,对后续的运营及维修加固提供可行方案,采用模糊物元可拓理论对高海拔地区在役混凝土桥梁进行安全预警研究。首先分析混凝土桥梁结构特点及主要病害,结合高海拔地区特殊的地理环境对混凝... 为准确评估高海拔地区在役混凝土桥梁的安全状况,对后续的运营及维修加固提供可行方案,采用模糊物元可拓理论对高海拔地区在役混凝土桥梁进行安全预警研究。首先分析混凝土桥梁结构特点及主要病害,结合高海拔地区特殊的地理环境对混凝土桥梁的影响,参考相关规范和高海拔地区桥梁安全事故的调研资料,确定出高海拔地区在役混凝土桥梁安全预警指标体系;采用组合赋权法中的“乘法”集成法,将G1法确定的主观权重和变异系数法确定的客观权重相结合,确定安全预警指标的综合权重;基于物元理论和可拓集合理论建立高海拔地区在役混凝土桥梁安全预警模型,运用模糊综合评判法确定桥梁的安全预警级别,判断出桥梁的安全状况,并给出相应的处理措施。最后通过实际案例,验证该方法的实用性和合理性。结果表明,该方法能够对我国高海拔地区在役混凝土桥梁进行安全预警。 展开更多
关键词 高海拔地区 在役混凝土桥梁 安全预警 G1法 变异系数法 组合赋权 模糊物元可拓理论
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“最近发展区”理论对我国幼儿评价的启示 被引量:2
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作者 郑倩云 王景芝 《四川职业技术学院学报》 2020年第5期105-110,共6页
维果茨基的“最近发展区”理论是一种先进的、有效促进幼儿发展的理论,在国内外都产生了巨大影响。该理论视角下的评价观提倡评价是动态的、注重幼儿学习过程、关注幼儿个体、具有一定情境性等,它对我国幼儿发展评价的启示有:把握幼儿... 维果茨基的“最近发展区”理论是一种先进的、有效促进幼儿发展的理论,在国内外都产生了巨大影响。该理论视角下的评价观提倡评价是动态的、注重幼儿学习过程、关注幼儿个体、具有一定情境性等,它对我国幼儿发展评价的启示有:把握幼儿最近发展区,注重推进式评价;建立幼儿个人成长记录档案,注重过程性评价;树立正确的因材施教观,注重评价的差异性和多主体性;寓评价于幼儿活动中,在具体真实的情境中进行。 展开更多
关键词 最近发展区理论 动态评价 幼儿评价
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基于信息分解的滑坡变形稳定性评价及预警分析 被引量:9
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作者 邓小鹏 《人民长江》 北大核心 2021年第5期101-107,共7页
为实现滑坡稳定性评价及临灾预警等级划分,以三峡库区八字门滑坡为例,结合滑坡变形监测成果,先利用双树复小波实现滑坡变形信息分解,以剔除滑坡变形数据的误差信息,保证后续分析数据的准确性;其次,利用尖点突变理论对滑坡稳定性进行评价... 为实现滑坡稳定性评价及临灾预警等级划分,以三峡库区八字门滑坡为例,结合滑坡变形监测成果,先利用双树复小波实现滑坡变形信息分解,以剔除滑坡变形数据的误差信息,保证后续分析数据的准确性;其次,利用尖点突变理论对滑坡稳定性进行评价;最后,利用极限位移准则和V/S分析分别进行滑坡现状预警和后期预警,以实现滑坡预警综合评价。实例分析结果表明:滑坡变形数据的确含有一定量的误差信息,对滑坡稳定性评价及预警分析具有较大影响;双树复小波能有效分离滑坡变形的有用信息和误差信息,但在信息分解过程中应注重参数优化筛选,以保证分离效果;八字门滑坡现状处于稳定状态,且滑坡后部稳定性相对更强,前部稳定性相对更弱;在预警分析方面,八字门滑坡现状预警等级为Ⅲ级,且其后期预警显示其变形仍将持续增加,进而建议对滑坡进行较高频率监测,并做好避让措施准备,以切实保证区内居民的生命财产安全。 展开更多
关键词 稳定性评价 预警分析 信息分解 双树复小波 尖点突变理论 V/S分析 八字门滑坡 三峡库区
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FAST保护区地质灾害发育特征及形成机理与防治建议 被引量:1
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作者 翟龙象 宋小庆 +2 位作者 朱博勤 王虎 严召进 《钻探工程》 2023年第5期52-59,共8页
FAST(中国天眼)保护区内地质灾害发育,目前共有在册地质灾害132处,属地质灾害高易发区域,区内地质灾害隐患已对FAST工程的安全运行构成威胁。本文以FAST保护区现有地质灾害为研究对象,采用实地调查、资料收集、数理统计等方法,对保护区... FAST(中国天眼)保护区内地质灾害发育,目前共有在册地质灾害132处,属地质灾害高易发区域,区内地质灾害隐患已对FAST工程的安全运行构成威胁。本文以FAST保护区现有地质灾害为研究对象,采用实地调查、资料收集、数理统计等方法,对保护区内地质灾害的发育特征进行分析,建立地质灾害关联模型,研究区内地质灾害孕灾条件及影响因素之间的耦合关系,并对区内地质灾害成因机理进行分析研究,提出了防治措施及监测预警建议。FAST保护区滑坡地质灾害主要有“牵引式”、“推移式”两种破坏力学模式,其中小型滑坡多呈“牵引式”破坏,中型、大型滑坡多呈“推移式”破坏;区内崩塌危岩体的主要破坏模式有“倾倒式”、“坠落式”、“滑移式”。区内地质灾害主要诱发因素是强降雨和人类工程活动,因此,强降雨前后应做好地质灾害巡查防控,区内开展岩土工程活动前需做好科学评估和规划,避免人为引发地质灾害。 展开更多
关键词 FAST保护区 地质灾害 发育特征 影响因素 形成机理 防治措施 监测预警
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主体本位与课程目标之互动——历史与社会新课程课堂教学实践探讨
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作者 叶始昌 《宁波教育学院学报》 2004年第3期91-93,共3页
以主体本位为核心,课程目标为其动态发展的行为方向,两者在动态中不断深入,相互作用,共同促进。这种关系是由新课程的开放性和过程性来决定的,其具体体现在教学设计、教学活动、教学评价、组织形式四个方面。
关键词 主体本位 最近发展区理论 课程目标 互动
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Appraisal of the Production-Oriented Approach: An Introduction 被引量:4
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作者 濮实 《Chinese Journal of Applied Linguistics》 SCIE 2017年第4期452-453,共2页
The production-oriented approach (POA) has been developed over a decade. It is driven by the need to improve English classroom instruction for university students in China (Wen, 2016). It is also motivated by the ... The production-oriented approach (POA) has been developed over a decade. It is driven by the need to improve English classroom instruction for university students in China (Wen, 2016). It is also motivated by the aspiration to enhance the quality of foreign language education in other similar pedagogical contexts outside China. A volume of research has been done by Wen Qiufang and her research team, to formulate the theory of POA and to test its effectiveness in classroom pedagogy (e.g. Wen, 2016, 2015; Yang, 2015; Zhang, 2015). At the moment, the POA is still at an early stage of theory building and almost all empirical research is done in the Chinese context. In order to improve the quality of this theory and to make it intelligible to the international academic community, a one-day symposium was held in Beijing Foreign Studies University on May 15, 2017. The symposium was entitled 'The first international forum on innovative foreign language education in China: Appraisal of the POA'. In the forum, leading experts in applied linguistics were invited to discuss the strengths and weaknesses of the POA and the directions for its future development. The symposium was the first attempt for the POA research team to discuss its latest work with international scholars. This Viewpoint section collects the responses of four experts who participated in the symposium, listed in alphabetical order. The collection of articles covers three topics related to the POA: its pedagogical application, its use for teacher training, and its research. Alister Cumming is Professor Emeritus and the former Head of the Centre for Educational Research on Languages and Literacies, University of Toronto, Canada. His article focuses primarily on POA research as an exemplary case of design-based research. Rod Ellis is Research Professor in the School of Education at Curtin University, Australia. He discusses POA in terms of pedagogy, teacher training and research, with both critiques and constructive suggestions. Paul Kei Matsuda is Professor of English and Director of Second Language Writing at Arizona State University, the writed states. He responds to POA from the perspective of an expert researcher and teacher of L2 writing. Charlene Polio is Professor and Associate Chair in the Department of Linguistics & Germanic, Slavic, Asian & African Languages atMichigan State University, the writed states. She conceptualises POA as a useful method to address some issues in pre-service teacher development. Overall, the articles in this section are insightful and reader-friendly. They are not only useful for the development of POA in particular, but may also be valuable to a broad range of researchers as they touch upon pertaining issues, as well as emerging topics, in the field of applied linguistics. We therefore find it necessary to make them accessible to a wide readership. 展开更多
关键词 the production-oriented approach (POA) has been developed over a decade. It is driven by the need to improve English classroom instruction for university students in China (Wen 2016). It is also motivated by the aspiration to enhance the quality of foreign language education in other similar pedagogical contexts outside China. A volume of research has been done by Wen Qiufang and her research team to formulate the theory of POA and to test its effectiveness in classroom pedagogy (e.g. Wen 2016 2015 Yang 2015 Zhang 2015). At the moment the POA is still at an early stage of theory building and almost all empirical research is done in the Chinese context. In order to improve the quality of this theory and to make it intelligible to the international academic community a one-day symposium was held in Beijing Foreign Studies University on May 15 2017. the symposium was entitled the first international forum on innovative foreign language education in China: Appraisal of the POA'. In the forum leading experts in applied linguistics were invited to discuss the strengths and weaknesses of the POA and the directions for its future development. the symposium was the first attempt for the POA research team to discuss its latest work with international scholars. This Viewpoint section collects the responses of four experts who participated in the symposium listed in alphabetical order. the collection of articles covers three topics related to the POA: its pedagogical application its use for teacher training and its research. Alister Cumming is Professor Emeritus and the former Head of the Centre for Educational Research on Languages and Literacies University of Toronto Canada. His article focuses primarily on POA research as an exemplary case of design-based research. Rod Ellis is Research Professor in the School of Education at Curtin University Australia. He discusses POA in terms of pedagogy teacher training and research with both critiques and constructive suggestions. Paul Kei Matsuda is Professor of English and Director of Second Language Writing at Arizona State University the writed states. He responds to POA from the perspective of an expert researcher and teacher of L2 writing. Charlene Polio is Professor and Associate Chair in the Department of Linguistics Germanic Slavic Asian African Languages atMichigan State University the writed states. She conceptualises POA as a useful method to address some issues in pre-service teacher development. Overall the articles in this section are insightful and reader-friendly. they are not only useful for the development of POA in particular but may also be valuable to a broad range of researchers as they touch upon pertaining issues as well as emerging topics in the field of applied linguistics. We therefore find it necessary to make them accessible to a wide readership.
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Algorithm fusion to improve detection of lung cancer on chest radiographs
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作者 Gergely Orbán Gábor Horváth 《International Journal of Intelligent Computing and Cybernetics》 EI 2012年第1期111-144,共34页
Purpose-The purpose of this paper is to show an efficient method for the detection of signs of early lung cancer.Various image processing algorithms are presented for different types of lesions,and a scheme is propose... Purpose-The purpose of this paper is to show an efficient method for the detection of signs of early lung cancer.Various image processing algorithms are presented for different types of lesions,and a scheme is proposed for the combination of results.Design/methodology/approach-A computer aided detection(CAD)scheme was developed for detection of lung cancer.It enables different lesion enhancer algorithms,sensitive to specific lesion subtypes,to be used simultaneously.Three image processing algorithms are presented for the detection of small nodules,large ones,and infiltrated areas.The outputs are merged,the false detection rate is reduced with four separated support vector machine(SVM)classifiers.The classifier input comes from a feature selection algorithm selecting from various textural and geometric features.A total of 761 images were used for testing,including the database of the Japanese Society of Radiological Technology(JSRT).Findings-The fusion of algorithms reduced false positives on average by 0.6 per image,while the sensitivity remained 80 per cent.On the JSRT database the system managed to find 60.2 per cent of lesions at an average of 2.0 false positives per image.The effect of using different result evaluation criteria was tested and a difference as high as 4 percentage points in sensitivity was measured.The system was compared to other published methods.Originality/value-The study described in the paper proves the usefulness of lesion enhancement decomposition,while proposing a scheme for the fusion of algorithms.Furthermore,a new algorithm is introduced for the detection of infiltrated areas,possible signs of lung cancer,neglected by previous solutions. 展开更多
关键词 Programming and algorithm theory Image processing CANCER RADIOGRAPHY Medical diagnosis Lung nodule Infiltrated area Chest radiograph Lung cancer early detection
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