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K-Mean Based Hyper-Metaheuristic Grey Wolf and Cuckoo Search Optimizers for Automatic MRI Medical Image Clustering 基于 K-Mean 的超元智慧灰狼和布谷鸟搜索优化器用于自动 MRI 医学影像聚类
Pub Date : 2024-06-03 DOI: 10.36371/port.2024.special.11
W. A. Al-Jawher, Shaimaa A. Shaaban
In this paper a new clustering algorithm is proposed for optimal clustering of MRI medical image. In our proposed algorithm, the clustering process implemented by K-means clustering algorithm, due to its simplicity and speed. The optimization process was done by a well-known metaheuristic algorithms Grey Wolf Optimizer (GWO) and Cuckoo Search Optimizer.  GWO is a metaheuristic algorithm inspired by the social hierarchy and hunting behavior of grey wolves. It mimics the leadership hierarchy and hunting strategies of wolves to explore the search space efficiently. GWO has shown promising performance in finding high-quality solutions compared to other well-established optimizers. It explores the solution space to find better cluster assignments that minimize the overall intra-cluster variance. By leveraging the exploration potential of GWO, the proposed algorithm aims to improve the quality of the clustering results. Furthermore, the Cuckoo Search Optimizer (CS) is combined with GWO to enhance the algorithm's ability to find a global solution. Cuckoo Search is a metaheuristic algorithm inspired by the breeding behavior of cuckoo birds. It employs random search and Levy flights to diversify the search process and avoid getting trapped in local optima. By combining CS with GWO, the proposed algorithm aims to increase the likelihood of finding the optimal clustering solution.
本文提出了一种新的聚类算法,用于对核磁共振医学影像进行优化聚类。在我们提出的算法中,由于 K-means 聚类算法的简单性和快速性,聚类过程是通过 K-means 聚类算法实现的。优化过程由著名的元启发式算法灰狼优化器(GWO)和布谷鸟搜索优化器完成。 GWO 是一种元启发式算法,灵感来自灰狼的社会等级制度和狩猎行为。它模仿狼的领导层次和狩猎策略,以高效地探索搜索空间。与其他成熟的优化器相比,GWO 在寻找高质量解决方案方面表现出良好的性能。它通过探索解决方案空间来找到更好的集群分配,从而最大限度地减少集群内的总体差异。通过利用 GWO 的探索潜力,拟议算法旨在提高聚类结果的质量。此外,布谷鸟搜索优化器(CS)与 GWO 相结合,增强了算法找到全局解决方案的能力。布谷鸟搜索是一种元启发式算法,灵感来源于布谷鸟的繁殖行为。它采用随机搜索和列维飞行来使搜索过程多样化,避免陷入局部最优状态。通过将 CS 与 GWO 相结合,所提出的算法旨在提高找到最优聚类解决方案的可能性。
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引用次数: 0
Degradation of phenol by Rhodococcus pyridinivorans GM3 immobilization 用固定化的 Rhodococcus pyridinivorans GM3 降解苯酚
Pub Date : 2024-06-03 DOI: 10.36371/port.2024.special.12
M. E. Al-Defiery, Gopal Reddy
One of the primary concerns of the environment is the increment of the xenobiotics levels, which are released in the natural ecosystem. Phenol has been documented as a pollutant because it has a significant role in water contamination; this will, therefore have an impact on the health of humans. Phenol degradation studies were carried out using a mineral salts medium containing various percentages (v/v) of Ca-alginate beads, polyurethane foam, agar-agar and agarose in batches of culture for 1.5 g/L phenol degradation by immobilized cells of Rhodococcus pyridinivorans GM3 during 24 hours of incubation at 32ºC, 200 rpm and pH 8.5. The results showed that a typical concentration of 3% (w/v) of the sodium alginate to form synthetic Ca-alginate beads was supporting phenol degradation which also emphasizes the structural stability of Ca-alginate beads. The concentration of 1.5 g/L phenol was completely degraded observed within 24 hours at 8% of the Ca-alginate beads immobilized cell and 10% of size cubes 0.125 cm3 of the polyurethane foam immobilized cell. Whilst, the degradation of 1.5 g/L of phenol concentration within 24 hours on both agar and agarose was 16% and 24% at cubes of size 0.125 cm3 and 1.0 cm3 respectively. However, the study of immobilization showed that Ca-alginate immobilized R. pyridinivorans GM3 was more efficient than polyurethane foam, agar and agarose.    
环境问题的主要关注点之一是在自然生态系统中释放的异生物含量的增加。苯酚已被证明是一种污染物,因为它在水污染中扮演着重要角色;因此,这将对人类健康产生影响。在 32ºC、200 rpm 和 pH 值为 8.5 的条件下培养 24 小时后,使用含有不同比例(v/v)的海藻酸钙珠、聚氨酯泡沫、琼脂琼脂和琼脂糖的矿物盐培养基分批进行了酚降解研究,研究了固定化的 Rhodococcus pyridinivorans GM3 细胞对 1.5 g/L 苯酚的降解情况。结果表明,海藻酸钠的典型浓度为 3%(w/v),形成的合成海藻酸钠珠支持苯酚降解,这也强调了海藻酸钠珠的结构稳定性。在 8%的海藻酸钠珠固定化池和 10%的 0.125 立方厘米聚氨酯泡沫固定化池中,1.5 克/升的苯酚浓度在 24 小时内被完全降解。而在 0.125 立方厘米和 1.0 立方厘米的琼脂和琼脂糖上,24 小时内 1.5 克/升苯酚浓度的降解率分别为 16% 和 24%。不过,固定化研究表明,与聚氨酯泡沫、琼脂和琼脂糖相比,Ca-alginate 固定化吡啶酵母 GM3 的效率更高。
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引用次数: 0
The Constant and the Variable in Arabic Calligraphy within Contemporary Arabic Lettering Composition 阿拉伯书法中的 "常 "与 "变"--当代阿拉伯文书法作品
Pub Date : 2024-06-01 DOI: 10.36371/port.2024.special.9
Tariq Habib Saeed
The present study examines the consistency and variability of Arabic script in the development of modern Arabic script, as well as the Arabic script's significant role in our daily lives as a visual language of communication between ancient and modern human communities. As a result, it became essential to describe its current applications in terms of both language and art, as well as its constants and variables. The Qur'an, letters, flags, certificates, and other writings were written in Arabic calligraphy by calligraphers who followed in the footsteps of the great calligraphers who established the principles and conventions for many calligraphic styles after the Islamic era. It is also used to cover the exterior of shrines and mosques. works of religion, mosques and Islamic building designs. Arab letter artists underwent a shift and evolution in their usage of the Arabic letter in their creative paintings following the shift to the current era. The letter's shape was distorted and it was drawn in various configurations and shapes since they drew it outside of its original context and guidelines
本研究探讨了阿拉伯文字在现代阿拉伯文字发展过程中的一致性和可变性,以及阿拉伯文字作为古代和现代人类社会之间交流的视觉语言在我们日常生活中的重要作用。因此,有必要从语言和艺术两个方面来描述其当前的应用,以及其常量和变量。古兰经》、信件、旗帜、证书和其他文字都是由书法家用阿拉伯语书写的,他们追随伟大书法家的足迹,为伊斯兰时代之后的许多书法风格确立了原则和惯例。它还用于覆盖圣殿和清真寺的外部、宗教作品、清真寺和伊斯兰建筑设计。阿拉伯字母艺术家在创作绘画时对阿拉伯字母的使用经历了向当代的转变和演变。字母的形状被扭曲,并且被绘制成各种不同的构图和形状,因为他们在绘制字母时脱离了其原有的背景和准则
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引用次数: 0
Biotrophy and Its Biological Role Productivity, Physiological and Microbial Indicators of Broiler Chickens and Layng Hens 生物营养及其生物学作用 肉鸡和蛋鸡的生产力、生理和微生物指标
Pub Date : 2024-06-01 DOI: 10.36371/port.2024.special.10
Ahmed A. Al-Salhi, S. Al-Shatty, Qutiba J. Al-Khfaji
After the excessive use of antibiotics in poultry breeding projects, which were used to reduce or reduce pathogenic bacteria, and to achieve biosecurity, however, these attempts were negatively reflected in the emergence of bacterial species that possess the characteristic of resistance against some types of antibiotics, which made the World Health Organization prohibit the use of some types of these antibiotics in poultry farming, for fear of transmission to the consumer. This has preoccupied many researchers with conducting various studies on safe alternatives instead of using manufactured antibiotics, as efforts have intensified by supporting the intestinal flora with probiotics, which contain beneficial bacteria and some yeasts, to achieve microbial balance. We can summarize the results of previous studies in this article: the use of vital nutrition with different levels of beneficial bacteria and yeasts has an influential role in enhancing the natural intestinal flora of domestic birds, which effectively contributes to creating a microbial balance, as a result of competitive exclusion in obtaining attachment sites for receptors. The cells of the intestinal wall, and the excretion of large numbers of harmful bacteria outside the alimentary canal, thus improving the functioning of the alimentary canal, which is represented by an increase in the use of nutrients, and this is reflected in a significant improvement in the productive, physiological and microbial characteristics of broilers and laying hens.
在家禽养殖项目中过度使用抗生素是为了减少或降低病原菌,实现生物安全,但这些尝试却产生了负面影响,因为出现了对某些类型抗生素具有抗药性的细菌物种,这使得世界卫生组织禁止在家禽养殖中使用某些类型的抗生素,因为担心会传染给消费者。因此,许多研究人员开始研究安全的替代品,而不是使用人工制造的抗生素,并通过益生菌(含有有益细菌和一些酵母菌)支持肠道菌群,以实现微生物平衡。我们可以在本文中总结一下以前的研究结果:使用含有不同含量有益菌和酵母菌的生命营养素对增强家禽肠道天然菌群具有重要作用,由于受体在获得附着点时存在竞争性排斥,这有效地促进了微生物平衡的形成。肠壁细胞和大量有害细菌排出消化道外,从而改善了消化道的功能,表现为提高了营养物质的利用率,这反映在肉鸡和蛋鸡的生产、生理和微生物特性方面都有显著改善。
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引用次数: 0
Capparis Spinosa as an Alternative Nanoscience Medicine in Treatment of Cancer (A New Aspect of Cancer Treatment) Capparis Spinosa 作为治疗癌症的纳米科学替代药物(癌症治疗的新视角)
Pub Date : 2024-04-09 DOI: 10.36371/port.2024.1.10
Ali A. H. Aljeboory, Rafid M. Hashim, Reem G. Hussein, Y. Y. Z. Farid
Because of its high number of bioactive constituents in Capparis Spinosa  especially polyphenolic compounds. We have studied the extraction and identification of active constituents of bioorganic solvents polar and non-polar we have managed to identify new qualities and quantities of alkaloids from residue of chloroformic extract and separate three groups of alkaloid including tertiary - quaternary strong base alkaloid and classify the obtained individual alkaloids three groups weakly bases alkaloids, alkaloids of medium basicity, strongly bases alkaloid we found promising quantity of alkaloids in Capparis Spinosa and we tried experimental pharmacological and Biological studies of these alkaloids on cancer infected animals we got promising result as we are going to mention in our manuscript. This promising result support that the natural product evidence will continue to be important in the following areas of discovery of new drugs and to find a solution for the problem of cancer and viral incurable diseases.
由于刺桐中含有大量生物活性成分,尤其是多酚化合物。我们对极性和非极性生物有机溶剂的提取和活性成分鉴定进行了研究,成功地从氯仿提取物残留物中鉴定出新质量和新数量的生物碱,并分离出三类生物碱,包括三级-四级强碱生物碱,并将获得的单个生物碱分为三类:弱碱性生物碱、中等碱性生物碱、强碱性生物碱、我们在 Capparis Spinosa 中发现了数量可观的生物碱,并对这些生物碱在癌症感染动物身上进行了药理学和生物学实验研究,结果令人鼓舞,我们将在手稿中提及。这一令人鼓舞的结果证明,天然产物证据在今后的新药发现领域将继续发挥重要作用,并为癌症和病毒性不治之症找到解决方案。
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引用次数: 0
Design, Synthesis, In Silico Study and Anti-Inflammatory Evaluation of New Ketoprofen Thiourea Derivatives 新型酮洛芬硫脲衍生物的设计、合成、硅学研究和抗炎评价
Pub Date : 2024-04-03 DOI: 10.36371/port.2024.1.9
Rafid M. Hashim, Y. Y. Z. Farid
The In the current study, six new derivatives of ketoprofen thiourea were designed and synthesized In order to enhance COX-2 enzyme selectivity. The chemical structures of these derivatives were confirmed by spectral analysis. The anti-inflammatory activities of these derivatives was investigated insilico and in vivo. The results revealed that compound B4 were the most active.  The new derivatives also showed drug-likeness and gastric absorption as predicted by computational methods.  These results above indicated that the synthesized compounds deserve additional investigation as potential selective COX-2 inhibitors.
本研究设计并合成了六种新的酮洛芬硫脲衍生物,以提高 COX-2 酶的选择性。通过光谱分析确认了这些衍生物的化学结构。研究了这些衍生物的体内和体外抗炎活性。结果表明,化合物 B4 的活性最高。 根据计算方法的预测,新衍生物还具有药物亲和性和胃吸收性。 上述结果表明,合成的化合物作为潜在的选择性 COX-2 抑制剂值得进一步研究。
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引用次数: 0
Comparing Point-Of-Care Ultrasound Versus CT scan for Pleural Effusion Detection in The Emergency Department of Baghdad Teaching Hospital 比较巴格达教学医院急诊科在胸腔积液检测方面的床旁超声与 CT 扫描
Pub Date : 2024-04-01 DOI: 10.36371/port.2024.1.8
Firand W. Ameen, F. A. Bonyan, Salam Al-Rubaye
This study evaluated the diagnostic accuracy of ultrasound versus CT scans in diagnosing pleural effusion across 53 patients, incorporating demographic data, medical histories, and diagnostic outcomes. Ultrasound demonstrated a sensitivity of 95.31%, a specificity of 90.48%, a Positive Predictive Value (PPV) of 93.85%, a Negative Predictive Value (NPV) of 92.68%, and an overall accuracy of 93.40%. In the comparative analysis of for characterizing pleural effusion, ultrasound significantly outshone CT in detecting septations or debris, boasting a 100% detection rate against CT's 25%, a disparity underscored by a p-value of 0.007, highlighting ultrasound's superior diagnostic sensitivity for these features. In contrast, for loculation detection, CT demonstrated a higher efficacy with a 100% detection rate, surpassing ultrasound's 66.7%. However, this apparent advantage of CT did not translate into a statistically significant difference, as indicated by a p-value of 0.455, suggesting that the practical difference between the two modalities might be less critical than it appears, potentially due to sample size constraints or the variable nature of loculations .he resultTs obtained demonst
这项研究结合人口统计学数据、病史和诊断结果,评估了超声与 CT 扫描在 53 例患者胸腔积液诊断中的准确性。超声波的敏感性为 95.31%,特异性为 90.48%,阳性预测值 (PPV) 为 93.85%,阴性预测值 (NPV) 为 92.68%,总体准确率为 93.40%。在胸腔积液特征的对比分析中,超声波在检测隔膜或碎片方面明显优于 CT,超声波的检出率为 100%,而 CT 的检出率为 25%,P 值为 0.007,这一差距凸显了超声波对这些特征具有更高的诊断灵敏度。相比之下,在定位检测方面,CT 的效率更高,检测率达到 100%,超过了超声的 66.7%。然而,CT 的这一明显优势并没有转化为统计学上的显著差异(P 值为 0.455),这表明这两种模式之间的实际差异可能没有看起来那么关键,这可能是由于样本量的限制或定位的多变性。
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引用次数: 0
Simulation of Space Objects And Future Perspective of Mosul's Space Expansion Until 2027 Under The Ca-Markov Model 根据 Ca-Markov 模型模拟摩苏尔 2027 年前的空间物体和未来空间扩展前景
Pub Date : 2024-03-23 DOI: 10.36371/port.2023.special.19
Sahar. S. Qasim, Ali. N. Mahmoud
Urban growth simulation models have proven their great effectiveness over years, as through these models a geographic information base is built in which presented to planners and specialists in urban planning, and in light of this, informed and correct decisions are made. Therefore, this research focused on predicting changes in the types of land cover in the city of Mosul from 2007 to 2017 to reach a prediction for the year 2027 using the simulation models available in the IDRISI SELVA program, and through the compatibility between geographic information systems and remote sensing programs. The CA-MARKOV model was employed to predict the size of expected changes in the types of land cover and obtain an objective map signifying the spread spatial organisms.  The results showed that the city of Mosul is expected to expand spatially in the category of built-up areas to an area of up to (18) km2, where the constructed areas are expected to occupy an area of up to (143.5) km2, and by (79%) of the city region. It is expected that the city will be overcrowded with urbanization and what remains of barren areas and agricultural areas, are very limited and not commensurate with the increase of the city’s population, as it is expected to reach a number of (2,119,363) people in in the year 2027. Consequently, the research suggested expanding outside the city borders for a distance of 7 km2 in all directions by referring to experts in this field in order for the city to be built on a planned approach that does not distort its shape and grow more green spaces.
多年来,城市增长模拟模型已经证明了其巨大的有效性,因为通过这些模型可以建立一个地理信息库,并将其提供给规划者和城市规划专家,从而做出明智而正确的决策。因此,这项研究的重点是利用 IDRISI SELVA 程序中的模拟模型,通过地理信息系统和遥感程序之间的兼容性,预测摩苏尔市 2007 年至 2017 年土地覆被类型的变化,从而得出 2027 年的预测结果。采用 CA-MARKOV 模型预测了土地覆被类型的预期变化规模,并获得了表示空间有机体扩散的客观地图。 结果显示,摩苏尔市的建成区面积预计将扩大到(18)平方公里,其中已建区域的面积预计将达到(143.5)平方公里,占城市区域面积的(79%)。预计到 2027 年,城市人口将达到(2 119 363)人,随着城市化的发展,城市将变得拥挤不堪,剩下的贫瘠地区和农业区非常有限,与城市人口的增长不相称。因此,研究建议通过咨询该领域的专家,向城市边界外的各个方向扩展 7 平方公里的距离,以便有计划地建设城市,不扭曲城市的形状,并增加更多的绿色空间。
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引用次数: 0
The Role of Geomatics In Combating Crime and Terrorism Iraq : An Applied Study 地理信息在打击伊拉克犯罪和恐怖主义中的作用 :应用研究
Pub Date : 2024-03-15 DOI: 10.36371/port.2023.special.18
Hussein Aliwi Al-Ziyadi, Hossam Sabbar Hadi, Jawad Kazem Kattan
Today, geographic technologies are considered one of the most important decision support systems in the world, as they are indispensable in the areas of development and economic development. It has been applied at the security level and the preservation of societal peace through its support for command and control rooms in various security sectors, and assistance in identifying areas of crime dens and spatially distributing criminal phenomena. This study aims to answer the following questions: 1- What is meant by geomatics technology? What characteristics do you have?.  2- How is this technology employed in the field of crime and combating terrorism, Iraq as an applied model?. 3- What is the best way to build a database and spatial information that the security services can benefit from? It was found through the study that geomatics technology has a high potential in the field of combating crime and terrorism, which is done by building digital models and spatial databases for the security aspect through which it is possible to follow up hotspots of crime concentration, and to identify the characteristics of criminals according to the different type of crimes committed, as well as The ability to refer to and update data according to close schedules whenever needed
如今,地理技术被认为是世界上最重要的决策支持系统之一,因为它们在发展和经济开发领域是不可或缺的。地理技术通过支持各安全部门的指挥和控制室、协助确定犯罪巢穴区域和犯罪现象的空间分布,已被应用于安全层面和维护社会和平。本研究旨在回答以下问题:1- 何谓地理信息技术?有什么特点? 2- 作为一种应用模式,这种技术在伊拉克的犯罪和反恐领域是如何应用的?3- 建立数据库和空间信息的最佳方式是什么?通过研究发现,地理信息技术在打击犯罪和恐怖主义领域具有很大的潜力,具体做法是建立安全方面的数字模型和空间数据库,通过这些模型和数据库可以跟踪犯罪集中的热点地区,并根据所犯罪行的不同类型确定罪犯的特征,还可以根据需要随时参考和更新数据。
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引用次数: 0
Smart Cities and The UAVs Applications. A Review Of The Ongoing Research in The UAVs Unit 智慧城市与无人机应用。无人机领域正在进行的研究综述
Pub Date : 2024-03-14 DOI: 10.36371/port.2023.special.17
Abdalrahman R. Qubaa, Alaa N. Hamdon
Nowadays, drones are one of the most important and valuable sources for acquiring aerial imagery and data related to inspection, monitoring, mapping, smart city organization, disaster monitoring and prevention, and 3D modeling. Drones are a low-cost alternative to aerial and space photography because they provide users with images with high spatial resolution down to centimeters. These images enable the production of accurate 3D models such as Digital Surface and Terrain Models (DTM/DSM), contour lines, vector information, etc. This research provides a brief overview of the studies conducted in the Unmanned Aircraft Unit - Remote Sensing Center - University of Mosul. The programs, sequence of operations, and treatments that were followed on the drone images taken by these aircraft were reviewed to prepare them for use in remote sensing and aerial survey operations. This flows towards the use of this technology in the development of smart cities. Specialized GIS software was also used to analyze and process the aerial images that were taken using the DJI Phantom 4 aircraft to study several areas in the city of Mosul, where several sorties were conducted at different periods and times of time.
如今,无人机是获取与检查、监测、制图、智慧城市组织、灾害监测和预防以及三维建模有关的空中图像和数据的最重要和最有价值的来源之一。无人机是航拍和太空摄影的低成本替代品,因为它们能为用户提供空间分辨率高至厘米的图像。有了这些图像,就能制作精确的三维模型,如数字地表和地形模型(DTM/DSM)、等高线、矢量信息等。本研究简要概述了摩苏尔大学遥感中心无人驾驶飞机小组开展的研究。对这些飞机拍摄的无人机图像所遵循的程序、操作顺序和处理方法进行了审查,以便将其用于遥感和空中勘测作业。这有助于将这一技术用于智慧城市的发展。还使用了专门的地理信息系统软件来分析和处理使用大疆 Phantom 4 飞机拍摄的空中图像,以研究摩苏尔市的几个地区,在不同时期和时间进行了多次飞行。
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引用次数: 0
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