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Insight to Edifice of Moving Message Boards 对移动留言板大厦的洞察
Pub Date : 2022-01-11 DOI: 10.33258/birex.v4i1.3552
Madandola Tajudeen Niyi, Sakariyay Sherif Niyi, Oyelowo Philip Olalekan
The most significant means of communicating from a computer to an individual is moving message boards also called Text Electronic Display. It is an element of a sign that is capable of displaying words, symbols, figures, or images that electronically or mechanically change by remote or automatic means. It is based on light-emitting diodes and it is connected in an array flat form. It is useful for creating attention-getting messages presentations, advertisements and location identifiers. The 1024 counter enables the information to be displayed sequentially as desire. The driver unit uses transistor to amplify the signal strength of the counter output. The output unit enables the information to be displayed using light emitting diodes (LEDs).  Micro-controller AT89C51 provides output to control the logic levels for the sixteen rows of 32 by 16 matrix edifice.
从计算机到个人通信的最重要的手段是移动留言板,也称为文本电子显示器。它是标志的一个元素,能够显示文字、符号、数字或图像,这些文字、符号、数字或图像可以通过电子或机械方式通过远程或自动方式改变。它基于发光二极管,并以阵列平面形式连接。它对于创建引人注意的消息、演示、广告和位置标识符非常有用。1024计数器使信息能够按需要顺序显示。驱动单元使用晶体管放大计数器输出的信号强度。所述输出单元使所述信息能够使用发光二极管(led)显示。单片机AT89C51提供输出控制16行32 × 16矩阵大厦的逻辑电平。
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引用次数: 0
Promotion of Papua “Merbau” Iron Wood (Eusideroxylon Zwagerii) through in-Vitro Tissue Culture 通过体外组织培养促进巴布亚“Merbau”铁木(Eusideroxylon Zwagerii)
Pub Date : 2021-12-23 DOI: 10.33258/birex.v4i1.3484
Roy Marthen Rahanra, M. Imron, Dwi Yarmalinda
Papua's ironwood comes from the merbau plant that inhabits the forests of Papua, one of which is in the Yapen Islands Regency, Serui City. In conventional cultivating ironwood for commercial purposes, there are various problems. When using powder and soil, a lot of sawdust is needed. In addition, the time required for planting seeds to produce shoots that are ready to be planted in the field takes a very long time of about 9-12 months. The first step in the cultivation of merbau tissue culture is to find the right formula for growth regulators. Auxins and cytokines are the right steps to stimulate merbau wood growth. It seems that the role of auxin (IAA) and cytokinin (BAP) in Murashige and Skoog media on Merbau Wood using cotyledon and meristem explants with good concentrations for shoot and plantlet formation was 1.0 mg/l IAA and 5, 0 mg/l from the latest research using hormones including NAA, Chitin and BAP in Merbau (Eusideroxylon zwageri) wood culture. NAA concentration 1 mg/l (A4B5) formed shoots and callus, A4B1 (NAA 1 mg/l; BAP 0 mg/l) resulted in organogenesis and NAA concentration 0.2 mg/l without cytokinins (A2B1) produced multiple shoots. The interaction of the combination of auxin NAA 1 mg/l with BAP 0.6 mg/l (A4B7) gave the best response in embryosomatic formation in implanted explants. While the interaction of NAA 0.2 mg/l with Kinetic 2 mg/l (A3B3) resulted in shoots and callus. The interaction of the combination of auxin NAA 1 mg/l with BAP 0.6 mg/l (A4B7) gave the best response in embryosomatic formation in implanted explants. While the interaction of NAA 0.2 mg/l with Kinetic 2 mg/l (A3B3) resulted in shoots and callus. The interaction of the combination of auxin NAA 1 mg/l with BAP 0.6 mg/l (A4B7) gave the best response in embryosomatic formation in implanted explants. While the interaction of NAA 0.2 mg/l with Kinetic 2 mg/l (A3B3) resulted in shoots and callus.
巴布亚的铁木来自栖息在巴布亚森林中的merbau植物,其中一种位于塞瑞市的亚本群岛摄制区。在传统的商业铁木种植中,存在着各种各样的问题。当使用粉末和土壤时,需要大量的锯末。此外,从播种到产生可以在田间种植的新芽所需的时间很长,大约需要9-12个月。鸡耳包菌组织培养的第一步是找到合适的生长调节剂配方。生长素和细胞因子是刺激香柏木生长的正确步骤。利用NAA、几丁质和BAP等激素对木耳木材进行培养的最新研究表明,在子叶和分生组织外植体上,Murashige和Skoog培养基中生长素(IAA)和细胞分裂素(BAP)的作用浓度分别为1.0 mg/l和5.0 mg/l。NAA浓度1 mg/l (A4B5)形成芽和愈伤组织,A4B1 (NAA浓度1 mg/l;在无细胞分裂素(A2B1)的情况下,NAA浓度0.2 mg/l可产生多芽。以1 mg/l生长素NAA与0.6 mg/l BAP (A4B7)联合作用对外植体胚体形成的响应最好。NAA 0.2 mg/l与Kinetic 2mg /l (A3B3)互作可产生芽和愈伤组织。以1 mg/l生长素NAA与0.6 mg/l BAP (A4B7)联合作用对外植体胚体形成的响应最好。NAA 0.2 mg/l与Kinetic 2mg /l (A3B3)互作可产生芽和愈伤组织。以1 mg/l生长素NAA与0.6 mg/l BAP (A4B7)联合作用对外植体胚体形成的响应最好。NAA 0.2 mg/l与Kinetic 2mg /l (A3B3)互作可产生芽和愈伤组织。
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引用次数: 0
The Effectiveness of the Technique of Counseling with a Lecture about the Protocols of Health Knowledge, Attitude and Behavior of the Community in the Pandemic of Covid-19 in Puskesmas Sei Suka 新冠肺炎大流行社区健康知识、态度和行为方案讲座辅导技术的效果
Pub Date : 2021-12-20 DOI: 10.33258/birex.v4i1.3471
Melysa Melysa, C. Ginting, Sri Wahyuni Nasution, Ermi Girsang
Corona Virus Disease 19 or better known as the corona virus or Covid-19 is an emergency global health. To reduce and prevent transmission of this virus, the government has required people to keep the protocol health but people still do not comply. This study aims to determine the effectiveness of the technique of counseling with a lecture about the protocols of health knowledge, attitude and behavior of the community. The type of this research is experimental (experimental), namely quasi-experimental (quasi-experimental) design with pretest and posttest. The sample in this research is that people in the working area of Puskesmas Sei Suka as many as 100 people. Data were analyzed using Paired T-test. The results of the research that there is influence between the extension teaching methods of the protocols of health knowledge (p=0,021), attitude (p=0.008) and behavior (p=0.016). It is recommended to the relevant government agencies in the District of Coal to be intense counseling to the community, especially about the protocol health a daily habit; do the inspection if the condition of the body is not healthy.
冠状病毒病19或更广为人知的冠状病毒或Covid-19是一种紧急的全球卫生问题。为了减少和防止这种病毒的传播,政府要求人们保持健康,但人们仍然没有遵守。本研究的目的是通过一个关于社区健康知识、态度和行为协议的讲座来确定咨询技术的有效性。本研究的类型为实验(experimental),即前测和后测的准实验(quasi-experimental)设计。本研究的样本是,在浦斯克斯马斯工作区域的人多达100人。数据分析采用配对t检验。研究结果表明,健康知识协议的延伸教学方式(p= 0.021)、态度(p=0.008)和行为(p=0.016)之间存在影响。建议煤区相关政府机构对社区进行密集的疏导,特别是关于礼仪卫生的日常习惯;如果身体状况不健康,就要进行检查。
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引用次数: 0
Effectiveness of Turmeric Ethanol Extract Cream Preparation (Curcuma Longa) in Speeding up Wound Healing in Male Wistar Rats 姜黄乙醇提取物乳膏制剂对雄性Wistar大鼠伤口愈合的促进作用
Pub Date : 2021-12-20 DOI: 10.33258/birex.v4i1.3472
Wang Ling, Florenly Florenly, Liena Liena, D. Purba
Injury is the loss or damage of some body tissues, due to a factor that interferes with the body's protective system. The results of several studies state turmeric rhizome extract is effective in wound healing. This study aims to find out the effect of turmeric extract (Curcuma longa) on wound healing in white rats. This type of research is experimental with the approach of Pre-test and Post-test group only control design, conducted November to December 2020. The samples used were turmeric rhizomes (Curcuma Longa) and male white rats. Determination of the size of the sample according to Federer's formula, so that the number of samples as many as 25 mice, the division of 4 treatment groups and 1 control group. The results of the study from the Anova test obtained a Sig value. Calculate 0.000 while sig value (α) is 0.05 which means sig value. Count sig < (α). This means that there is a real influence of the administration of turmeric extract (Curcuma Longa) on the healing of sores in mice. Turmeric ethanol extract (Curcuma Longa) has several bioactive compounds such as alkaloids, flavonoids, saponins, and tannins that play a role in wound healing. The optimum concentration of turmeric ethanol extract (Curcuma Longa) that can cure sores in white rats is 5%. The highest percentage of cures on k-14 days was in the positive control (Bioplacenton®) which was 95% and followed by extract 5% v/ v with a cure percentage of 90%. The creamy preparation of turmeric ethanol extract (Curcuma Longa) has an ability that is close to Bioplacenton® in healing wounds in mice.
损伤是由于某种因素干扰了身体的保护系统,导致一些身体组织的损失或损伤。多项研究结果表明,姜黄根茎提取物对伤口愈合有效。本研究旨在探讨姜黄提取物(Curcuma longa)对大鼠伤口愈合的影响。这种类型的研究是实验性的,采用前测和后测组对照设计,于2020年11月至12月进行。所用样品为姜黄根茎(姜黄)和雄性大鼠。根据费德勒公式确定样本大小,使样本数量多达25只小鼠,分为4个治疗组和1个对照组。研究结果通过方差分析得到Sig值。计算0.000,而sig值(α)为0.05,表示sig值。计数sig < (α)。这意味着姜黄提取物(姜黄)对小鼠疮的愈合有真正的影响。姜黄乙醇提取物(姜黄)有几种生物活性化合物,如生物碱、类黄酮、皂苷和单宁,在伤口愈合中起作用。姜黄乙醇提取物治疗大鼠溃疡的最佳浓度为5%。阳性对照(Bioplacenton®)k-14天的治愈率最高,为95%,其次是5% v/ v的提取物,治愈率为90%。姜黄乙醇提取物(Curcuma Longa)的乳状制剂在小鼠伤口愈合方面具有接近Bioplacenton®的能力。
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引用次数: 2
Anti-Dislipidemia Effectiveness Test of Turmeric Ethanol Extract (Curcuma Longa) in Male Wistar Mice Given Propylthiouracil (PTU) 姜黄乙醇提取物(姜黄)对雄性Wistar小鼠丙硫脲嘧啶(PTU)的抗二血脂作用试验
Pub Date : 2021-12-20 DOI: 10.33258/birex.v4i1.3475
Ke Huajing, Florenly Florenly, J. Ginting, Fioni Fioni
Dyslipidemia is a lipid metabolic disorder that is a risk factor for coronary heart disease (CHD). According to the American Heart Association, data from 2013 to 2016, as many as 92.8 million adults in America have total cholesterol of more than 200 mg / dL. Curcumin, the main compound in turmeric, can lower cholesterol levels due to inhibiting the reabsorption of cholesterol derived from the outside (exogenous) and increasing the enzyme HMG-CoA reductase inhibitor so that fat synthesis can run well. The purpose of this study was to find out the effectiveness of mangosteen peel ethanol extract as an anti-dyslipidemia in male Wistar rats given Propylthiouracil (PTU). This study is an experimental study with a Pre-test and Post-test group only control design approach that uses male Wistar rats as test animals and turmeric extract. The study was conducted in March 2021, at the Herbarium Medanese FMIPA USU, the Pharmacognosy Laboratory of the FACULTY of Pharmacy USU, and the Laboratory of Pharmaceutical Pharmacology USU. Descriptive data analysis (Central tendency and Dyspersi) in the form of lipid profiles (LDL, HDL, Total Cholesterol, and Triglycerides), color, texture, weights. Then analyzed with One-Way Anova if the distributed data is normal, if the distributed data is not normal, then the Kruskal-Wallis test is used. The results and conclusions, turmeric ethanol extract (Curcuma Longa) III (151.70 ± 0.95 mg/dl) can significantly decrease total cholesterol compared to the control group (178.50 ± 6.05mg/dl) (P-value < 0.05). Turmeric ethanol extract (Curcuma Longa) III (110.00 ± (109-112) mg/dl) may significantly lower triglyceride levels compared to the control group (167.00 (162-179) mg/dl). (Value P = 0.027). Turmeric ethanol extract (Curcuma Longa) III (68.50 ± 1.28 mg/dl) significantly lowered LDL levels compared to the control group (107.20 ± 3.60 mg/dl). (P-value < 0.05). Turmeric ethanol extract (Curcuma Longa) III, (61.00 (60-62) mg/dl) may significantly increase HDL levels compared to the control group (28.50 (37-45) mg/dl). (Value P = 0.027). Turmeric ethanol extract (Curcuma Longa) III significantly lowered SGOT (Value = 0.027) and SGPT (Value P < 0.05) compared to the control group. 
血脂异常是一种脂质代谢紊乱,是冠心病(CHD)的危险因素。根据美国心脏协会2013年至2016年的数据,美国有多达9280万成年人的总胆固醇超过200毫克/分升。姜黄素是姜黄中的主要化合物,其作用是抑制来自外界(外源性)的胆固醇的再吸收,增加HMG-CoA还原酶抑制剂,从而使脂肪合成正常进行,从而降低胆固醇水平。本研究旨在探讨山竹皮乙醇提取物对服用丙硫脲嘧啶(PTU)的雄性Wistar大鼠血脂异常的抑制作用。本研究以雄性Wistar大鼠为实验动物,使用姜黄提取物,采用前测和后测组对照设计方法进行实验研究。该研究于2021年3月在USU的Medanese FMIPA植物标本馆、USU药学院生药学实验室和USU药物药理学实验室进行。描述性数据分析(集中趋势和分散),以脂质谱(LDL, HDL,总胆固醇和甘油三酯),颜色,质地,重量的形式。如果分布数据是正态的,则使用单向方差分析,如果分布数据不是正态的,则使用Kruskal-Wallis检验。结果与结论:姜黄乙醇提取物(Curcuma Longa) III(151.70±0.95 mg/dl)较对照组(178.50±6.05mg/dl)显著降低总胆固醇(p值< 0.05)。姜黄乙醇提取物(Curcuma Longa) III(110.00±(109-112)mg/dl)与对照组(167.00 (162-179)mg/dl)相比,可以显著降低甘油三酯水平。(P值= 0.027)。姜黄乙醇提取物(Curcuma Longa) III(68.50±1.28 mg/dl)与对照组(107.20±3.60 mg/dl)相比显著降低LDL水平。(p < 0.05)。姜黄乙醇提取物(Curcuma Longa) III, (61.00 (60-62) mg/dl)与对照组(28.50 (37-45)mg/dl)相比,可以显著提高高密度脂蛋白水平。(P值= 0.027)。姜黄乙醇提取物(Curcuma Longa) III与对照组相比,显著降低SGOT(值= 0.027)和SGPT(值P < 0.05)。
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引用次数: 0
The Healing Analysis of II Degree Burn from Surgery Essential Oil Ointment (Curcuma Longa) in Wistar Rats (Rattus Norvegicus) 莪术精油软膏对褐家鼠II度手术烧伤的愈合分析
Pub Date : 2021-12-20 DOI: 10.33258/birex.v4i1.3474
Chen Wei, Florenly Florenly, D. Purba, Fioni Fioni
Data in Indonesia the death rate from burns is still high at around 40%, mainly caused by severe burns. The most potential medicinal turmeric plant is its rhizome, which contains the phenolic compound curcumin and essential oils. Some of the benefits of turmeric antioxidants, anti-inflammatory, anti-cancer, acetylcholinesterase activity inhibitors, anti-fungal, and anti-bacterial. This study aims to find out the phytochemical content and effects of Turmeric Essential Oil Ointment (Curcuma longa Linn) in curing grade II burns in Wistar rats (Rattus norvegicus). This type of research is experimental with a pre-post approach and post-test control group design. The study was conducted at Riwandi Pet Shop and Animal House March-May 2021. The research sample is turmeric (Curcuma longa) obtained from a traditional market in the city of Medan and identified in herbarium Medanese (MEDA), Laboratoirum Taxonomy of Plants, Department of Biology, Faculty of Mathematics and Natural Sciences (FMIPA), University of North Sumatra, Medan. The test animal is a Wistar strain rat with as many as 20 tails divided into 4 treatment groups, so each group consists of 5 rats. The results of the study contained significant differences in the epithelial period of the standard group, 10% turmeric ointment and 15% against the control group. However, in the turmeric ointment group and the standard group, there was no difference in epithelialization periods. This is evident from the value P < 0.05 (Value P = 0.029). The healing effects of burns possessed by Turmeric ointment are both 10% and 15% and nebacetin ointment as standard shows significant differences. Where the wound contraction rate of turmeric ointment is 15% better than nebacetin ointment as standard. But in both turmeric ointments, both 10% and 15% and nebacetin ointment as standard did not show significant differences in the parameters of the epithelial period.
印度尼西亚的数据显示,烧伤死亡率仍然很高,约为40%,主要由严重烧伤引起。最有潜力的药用植物是姜黄的根茎,它含有酚类化合物姜黄素和精油。姜黄的一些好处是抗氧化剂、抗炎、抗癌、抑制乙酰胆碱酯酶活性、抗真菌和抗菌。本研究旨在研究姜黄精油软膏(Curcuma longa Linn)的植物化学成分及其对褐家鼠II级烧伤的治疗作用。这种类型的研究是实验前后的方法和测试后的对照组设计。该研究于2021年3月至5月在Riwandi宠物店和动物之家进行。研究样本为从棉兰市一个传统市场获得的姜黄(Curcuma longa),并在棉兰北苏门答腊大学数学与自然科学学院生物系植物分类学实验室棉兰植物标本室(MEDA)中鉴定。试验动物为Wistar品系大鼠,尾巴多达20只,分为4个治疗组,每组5只。研究结果显示,与对照组相比,标准组、10%姜黄软膏组和15%姜黄软膏组的上皮期有显著差异。然而,在姜黄软膏组和标准组中,上皮化时间没有差异。从P < 0.05 (P = 0.029)可以明显看出这一点。姜黄软膏对烧伤的愈合效果分别为10%和15%,与以耐贝菌素软膏为标准有显著性差异。其中以姜黄软膏创面收缩率比奈贝菌素软膏好15%为标准。但在两种姜黄软膏中,10%和15%的姜黄软膏与作为标准的奈贝菌素软膏在上皮期参数上没有显着差异。
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引用次数: 0
Alternative Procedure for One-Stage Nostril Reconstruction: A Case Report 一期鼻孔重建的替代手术:1例报告
Pub Date : 2021-07-03 DOI: 10.33258/BIREX.V3I3.2080
I. Saputro, Heri Noviana
Closure of nasal defect remains a challenge for surgeons. There are several ways to do nasal reconstruction, including donor site for nasal reconstruction due to its vascularity that is superior to other areas. Methods: This is a case report of a 75-year old male patient with Squamous Cell Carcinoma on his left nostril who underwent wide excision. This action left a 4-cm defect, whilst the nasal septum remained intact. This defect closure was using V-Y advancement full thickness nasolabial flap in one step. This defect closure was using V-Y advancement full thickness nasolabial flap in one step. Results: The defect closure was performed with tum over local (nasobialis) flap from the left side of the nasal cartilage. The superiority of this flap, it is able to be performed bulking, so that closure with turn over local nasolabial flap has been a sole option in nostril reconstruction for decades, which gave very good cosmetic results. After being followed for 1 month after surgery, the flap was viable, the contour was well formed, the scar was minimal, and there was no respiratory disruption. The patient was satisfied by the results. Conclusion: Nasolabial turn over local flap can be used as an option to close a relatively wide nostril
鼻部缺损的修复一直是外科医生面临的挑战。鼻部再造术有几种方法,其中供鼻区由于其血管状况优于其他部位而进行鼻部再造术。方法:本文报告一位75岁男性左鼻孔鳞状细胞癌患者行大范围切除。这一行动留下了一个4厘米的缺损,而鼻中隔保持完整。采用V-Y推进全厚鼻唇瓣一步完成缺损闭合。采用V-Y推进全厚鼻唇瓣一步完成缺损闭合。结果:采用鼻软骨左侧局部(鼻颊肌)皮瓣进行缺损闭合。这个皮瓣的优点是,它可以进行膨胀,因此用局部鼻唇瓣闭合是几十年来鼻孔重建的唯一选择,它带来了非常好的美容效果。术后随访1个月,皮瓣存活,轮廓成形,瘢痕小,无呼吸中断。病人对结果很满意。结论:鼻唇侧翻转局部皮瓣可作为较宽鼻孔闭合的一种选择
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引用次数: 0
Anesthesia-Related Mortality in Children: A Surgeon’s Perspective 儿童麻醉相关死亡率:外科医生的观点
Pub Date : 2021-07-03 DOI: 10.33258/BIREX.V3I3.2079
C. Emeka
Background: Anesthesia-related mortality refers to death resulting from the complications of anesthesia or death due to at least one anesthesia-related complication happening as a cause among the multiple causes of death. The aim of this study was to evaluate the incidence and causes of anesthesia-related mortality in pediatric patients, as experienced by a surgeon.  Materials and Methods: This was a retrospective study of children aged 15 years and younger who died at the pediatric surgery unit of Enugu State University Teaching Hospital (ESUTH) Enugu, Nigeria following administration of anesthesia between January 2010 and December 2019. Results: A total of 31,210 pediatric anesthesias/surgeries were performed during the study period; out of which 78 mortalities occurred due to anesthesia. There was male predominance and the median age of the patients was 4 years with a range of 1 week to 12 years. Mortality occurred more in neonates and during emergency surgeries. Airway complications and intussusception were the most common etiology of mortality and pathology in the children respectively. About two-thirds of the deaths occurred in the operating room before commencement of the surgery. Conclusion: Anesthesia-related deaths in children in middle income country like Nigeria are higher than what is obtainable in developed countries. The risk factors for anesthesia-related mortality include male gender, neonates and emergency surgeries. Airway problem is a common cause of mortality.
背景:麻醉相关死亡是指因麻醉并发症导致的死亡,或在多种死亡原因中至少有一种麻醉相关并发症导致的死亡。本研究的目的是评估儿科患者麻醉相关死亡率的发生率和原因,根据外科医生的经验。材料和方法:这是一项回顾性研究,研究对象是2010年1月至2019年12月期间在尼日利亚埃努古埃努古州立大学教学医院(ESUTH)儿科外科接受麻醉后死亡的15岁及以下儿童。结果:研究期间共进行了31,210例儿科麻醉/手术;其中78人死于麻醉。男性居多,患者中位年龄为4岁,范围为1周至12岁。新生儿和急诊手术期间的死亡率更高。呼吸道并发症和肠套叠分别是儿童最常见的死亡原因和病理原因。大约三分之二的死亡发生在手术开始前的手术室。结论:尼日利亚等中等收入国家的儿童麻醉相关死亡率高于发达国家。麻醉相关死亡的危险因素包括男性、新生儿和急诊手术。呼吸道问题是导致死亡的常见原因。
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引用次数: 0
e- Health - Guidelines for State Policy Formation in the Healthcare Sector of Bulgaria 电子卫生——保加利亚卫生部门国家政策制定指南
Pub Date : 2020-12-24 DOI: 10.33258/birex.v3i1.1498
Vyara Tserovska, S. Denchev
The active reform of the Bulgarian society requires new approaches and full use of information processes for management in the healthcare system. Despite the transformations that have taken place in this area, many issues are yet to be resolved. E-Health is a collection of applications based on advanced information and communication technologies within an organisational and legal framework covering the whole aspect of healthcare, from diagnosis to the time of completion and payment for the treatment. The inconsistencies identified between the high requirements of modern health care, the need to implement the eHealth and the significant falling behind of the project implementation process can only be addressed by implementing a national strategy regulating the objectives, scope and stages of the creation of a single intergrated health information system.
保加利亚社会的积极改革需要新的方法和充分利用医疗保健系统管理的信息过程。尽管这方面已经发生了变化,但仍有许多问题有待解决。电子保健是在组织和法律框架内基于先进信息和通信技术的应用程序的集合,涵盖从诊断到完成时间和治疗付款的整个医疗保健方面。现代卫生保健的高要求、实施电子卫生保健的必要性和项目实施进程严重落后之间所确定的不一致之处,只能通过实施一项国家战略来解决,该战略规定了建立单一综合卫生信息系统的目标、范围和阶段。
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引用次数: 0
Svm Performance Optimization Using PSO for Breast Cancer Classification 基于粒子群算法的支持向量机乳腺癌分类性能优化
Pub Date : 2020-12-24 DOI: 10.33258/birex.v3i1.1499
Rizki Habibi
Breast cancer is a very serious disease and requires the sufferer to undergo an intensive examination. This study proposes an optimization method for SVM parameters using the particle swarm optimization algorithm to classify breast cancer. The test results show that the classification using SVM with optimization using PSO is able to improve accuracy better than the classification using SVM without optimization, namely the determination of the parameters randomly. Breast cancer data classification accuracy increased to 78.91%. The best parameter values for c, γ, r, and d are 0.252101, 0.053248, 1 and 5, respectively. In this study, the polynomial and RBF kernels in general were able to produce higher accuracy than linear and sigmoid kernels.
乳腺癌是一种非常严重的疾病,患者需要接受深入的检查。本研究提出了一种基于粒子群算法的SVM参数优化方法,用于乳腺癌分类。实验结果表明,使用支持向量机进行分类并使用粒子群优化的分类方法比不进行优化即随机确定参数的支持向量机分类方法更能提高分类准确率。乳腺癌数据分类准确率提高到78.91%。c、γ、r和d的最佳参数值分别为0.252101、0.053248、1和5。在本研究中,多项式和RBF核通常能够产生比线性和s型核更高的精度。
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引用次数: 5
期刊
Budapest International Research in Exact Sciences (BirEx) Journal
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