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基于YOLOv8改进的脑癌检测算法
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作者 王喆 赵慧俊 +2 位作者 谭超 李骏 申冲 《计算机科学》 CSCD 北大核心 2024年第S02期444-450,共7页
自动检测脑部肿瘤在磁共振成像中的位置是一个复杂、繁重的任务,需要耗费大量时间和资源。传统识别方案经常出现误解、遗漏和误导的情况,从而影响患者的治疗进度,对患者的生命安全产生影响。为了进一步提高鉴定的效果,引入了4项关键改... 自动检测脑部肿瘤在磁共振成像中的位置是一个复杂、繁重的任务,需要耗费大量时间和资源。传统识别方案经常出现误解、遗漏和误导的情况,从而影响患者的治疗进度,对患者的生命安全产生影响。为了进一步提高鉴定的效果,引入了4项关键改进措施。首先,采用了高效的多尺度注意力EMA(Efficient Multi-scale Attention),这种方法既可以对全局信息进行编码,也可以对信息进行重新校准,同时通过并行的分支输出特征进行跨维度的交互,使信息进一步聚合。其次,引入了BiFPN(Bidirectional Feature Pyramid Network)模块,并对其结构进行改进,以便缩短每一次检测所需要的时间,同时提升图像识别效果。然后采用MDPIoU损失函数和Mish激活函数进行改进,进一步提高检测的准确度。最后进行仿真实验,实验结果表明,改进的YOLOv8算法在脑癌检测中的精确率、召回率、平均精度均值均有提升,其中Precision提高了4.48%,Recall提高了2.64%,mAP@0.5提高了2.6%,mAP@0.5:0.9提高了7.0%。 展开更多
关键词 YOLOv8 脑癌 Efficient Multi-Scale Attention模块 Bidirectional Feature Pyramid Network结构 Missed Softplus with Identity Shortcut激活函数 Minimum Point Distance intersection over Union损失函数
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INTERSECTION POINT RULE OF THE RETENTION VALUE AND NORMAL BOILING POINT OF THE HOMOLOGUES IN REVERSED-PHASE HIGH-PERFORMANCE LIQUID CHROMATOGRAPHY 被引量:1
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作者 Fu An WANG Chang Sheng YANG +1 位作者 Wen Chang WANG Yuan Li JIANG 《Chinese Chemical Letters》 SCIE CAS CSCD 1991年第8期637-640,共4页
In this paper, a linear relationship between the logarithm of capacity factor k and normal boiling point to of the homologues has been derived, based on the basic retention equation of liquid chromatography according ... In this paper, a linear relationship between the logarithm of capacity factor k and normal boiling point to of the homologues has been derived, based on the basic retention equation of liquid chromatography according to statistical thermodyoamics proposed by professor Ln Peizhang and others, This equation has been verified by a large number of experimental data, all the strsight lines of lnk- of bumologues for different mobile phass coaiposltion cross each other at the same point, So the intereection point equation van proposed, wbich was used to prodict the retention valu, the result was satisfactory. 展开更多
关键词 BURR intersection POINT RULE OF THE RETENTION VALUE AND NORMAL BOILING POINT OF THE HOMOLOGUES IN REVERSED-PHASE HIGH-PERFORMANCE LIQUID CHROMATOGRAPHY
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INTERSECTION POINT RULE OF THE RETENTION VALUE AND MOBILE PHASE COMPOSITION OF THE HOMOLOGUES IN REVERSED-PHASE HIGH-PERFORMANCE LIQUID CHROMATOGRAPHY 被引量:1
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作者 Fu An WANG Chang Sheng YANG +2 位作者 Yuan Li JIANG Deng Gao JIANG Da Zhuang LIU 《Chinese Chemical Letters》 SCIE CAS CSCD 1992年第11期907-910,共4页
Based on the intersection point rule of the retention value and normal boiling point of homologues in reversed-phase high-performance liquid chromatography(RPLC), the intersection point rule of the retention value of ... Based on the intersection point rule of the retention value and normal boiling point of homologues in reversed-phase high-performance liquid chromatography(RPLC), the intersection point rule of the retention value of homologues and mobile phase composition has been derived, and was testified by a lot of experimental data from the literature. With this newly proposed equation, we can use the retention value of the compound in one mobile phase composition to predict its retention value in any other mobile phase composition. For fourteen groups of homologues in five mobile phase compositions on five Kinds of columns, the overall average absolute error of 721 data sets is 2.8%. 展开更多
关键词 intersection POINT RULE OF THE RETENTION VALUE AND MOBILE PHASE COMPOSITION OF THE HOMOLOGUES IN REVERSED-PHASE HIGH-PERFORMANCE LIQUID CHROMATOGRAPHY
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THE THEORETICAL STUDY ON INTERSECTION POINT RULE FOR HOMOLOGUES IN GAS CHROMATOGRAPHY
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作者 Fu An WANG Qing Lai TIAN Ying Chen GUO Ting Zhu CAO Department of Chemical Engineering,Zhengzhou Institute of Technology,Zhengzhou 450002 《Chinese Chemical Letters》 SCIE CAS CSCD 1993年第9期795-796,共2页
The intersection point rule for homologues in gas chromatography was discovered many years ago,now more and more application and development are occurring in recent years~[2-6], but there are few systemic theoretical ... The intersection point rule for homologues in gas chromatography was discovered many years ago,now more and more application and development are occurring in recent years~[2-6], but there are few systemic theoretical studies.In this paper,based on the basic equation of reten- tion values in gas chromatography,we prove the intersection point rule of homologues from mathematics,study the factors affecting intersection point position,give the physical meaning of intersection point,and explain the experimental rules in references. 展开更多
关键词 WANG THE THEORETICAL STUDY ON intersection POINT RULE FOR HOMOLOGUES IN GAS CHROMATOGRAPHY GAS
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Research on Fractal-Scanning Path for Arbitrary Boundary Layer in Layered Manufacturing
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作者 阳佳 宾鸿赞 张小波 《Journal of Shanghai University(English Edition)》 CAS 2002年第4期337-341,共5页
The fractal curve is proposed as a novel scanning path used in Layered Manufacturing. Aiming at a limitation that the fractal curve can only fill a square region, a method is developed to realize the trimming of frac... The fractal curve is proposed as a novel scanning path used in Layered Manufacturing. Aiming at a limitation that the fractal curve can only fill a square region, a method is developed to realize the trimming of fractal curve in arbitrary boundary layer by means of judging intersection points between parameterized arbitrary boundary and a FASS (space filling, self avoiding, simple and self similar) fractal curve. Accordingly, the related algorithm concerning with determining intersection points has been investigated according to the recursion feature of the fractal curve, and in the process of the fractal curve traversed, the rule of judging intersection points is ascertained as well, so that the laser scanning beam can “walk” along the fractal curve inside the desired boundary, and arbitrary contour components are fabricated. 展开更多
关键词 fractal scanning path arbitrary boundary intersection points layered manufacturing.
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Enclosing Ellipses by Folding Disks
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作者 Peter Paul Klein 《Applied Mathematics》 2022年第2期147-162,共16页
Ellipses can be constructed by folding disks. These folds are forming an envelope of tangents to the ellipse. In the paper of Gorkin and Shaffer, it was shown that the ellipse constructed by folding can be circumscrib... Ellipses can be constructed by folding disks. These folds are forming an envelope of tangents to the ellipse. In the paper of Gorkin and Shaffer, it was shown that the ellipse constructed by folding can be circumscribed by an arbitrary triangle of tangents, the vertices of which are lying on the circumference of the disk. They offered two non-elementary methods of proof, one using Poncelet’s Theorem, the other employing Blaschke products. In this paper, it is the intention to present an elementary proof by means of analytic geometry. 展开更多
关键词 Straight Line Perpendicular Bisector Linear System DETERMINANT Point of intersection Gardner Ellipse Bidirectional Folding
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On a Winning Cycle
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作者 Denis Green 《ChinAfrica》 2015年第7期58-58,共1页
Two wheels are the best way to get around BeijingPut your hand up if you hate sitting in a traffic jam-yes,me too!As I would imagine,right now,over 7billion hands would be reaching for the sky,fingers pointed toward t... Two wheels are the best way to get around BeijingPut your hand up if you hate sitting in a traffic jam-yes,me too!As I would imagine,right now,over 7billion hands would be reaching for the sky,fingers pointed toward the clouds,emphasizing just how much they hate car traffic.So what’s the solution? 展开更多
关键词 traffic hands pointed toward instead intersection whenever motivation benefits reaching
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