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Turk hijiyen ve deneysel biyoloji dergisi. Turkish bulletin of hygiene and experimental biology最新文献

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The Threat in our Endotracheal Tubes: Phthalates 我们气管内管的威胁:邻苯二甲酸盐
Q4 Medicine Pub Date : 2022-01-01 DOI: 10.5505/turkhijyen.2022.47887
Ş. M. Aksoy, E. Erkılıç, Ebru Ayöztürk
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引用次数: 0
Comparison of In Vitro Activities of Cefiderocol, Imipenem/Relebactam and other Antibiotics against Carbapenem-Resistant Pseudomonas aeruginosa Isolates 头孢地罗、亚胺培南/瑞巴坦等抗生素对耐碳青霉烯铜绿假单胞菌的体外活性比较
Q4 Medicine Pub Date : 2022-01-01 DOI: 10.5505/turkhijyen.2022.79095
H. Mirza, Gizem İnce Ceviz
Objective: Carbapenems are commonly used in treatment of severe infections caused by Pseudomonas aeruginosa . However, carbapenem-resistant P. aeruginosa isolates have increased in recent years and have become a public health threat. The objective of this study was to compare in vitro activities of cefiderocol, imipenem/relebactam and other antibiotics against clinical isolates of carbapenem-resistant P. aeruginosa . Methods: A total of 92 carbapenem-resistant P. aeruginosa isolates (all isolates were resistant to imipenem according to both CLSI and EUCAST; all isolates were resistant to meropenem according to CLSI; 84 isolates were resistant and 8 isolates were ‘I - Susceptible, increased meropenem, piperacillin/tazobactam and ceftazidime were determined by gradient diffusion method. Results were interpreted according to CLSI and EUCAST criteria. Results: The most active antibiotic tested against isolates were cefiderocol. All isolates were susceptible to cefiderocol using CLSI criteria, whereas 97.8% of isolates were susceptible to cefiderocol using EUCAST criteria. Gentamicin was the most active antibiotic after cefiderocol. Eighty-seven percent of isolates were susceptible to gentamicin. The imipenem/relebactam susceptibility rate among isolates were 66.3% and 73.9% according to CLSI and EUCAST criteria, respectively. Levofloxacin showed the lowest in vitro activity against isolates. The levofloxacin resistance rate among isolates were 70.7% and 82.6% according to CLSI and EUCAST criteria, respectively. Conclusion: Cefiderocol may be an option for treatment of infections caused by carbapenem-resistant P. aeruginosa .
目的:碳青霉烯类药物是治疗铜绿假单胞菌严重感染的常用药物。然而,近年来碳青霉烯耐药铜绿假单胞菌分离株有所增加,并已成为公共卫生威胁。本研究的目的是比较头孢地罗、亚胺培南/瑞巴坦等抗生素对耐碳青霉烯P. aeruginosa临床分离株的体外活性。方法:共分离92株耐碳青霉烯类铜绿假单胞菌(CLSI和EUCAST均对亚胺培南耐药;根据CLSI,所有分离株均对美罗培南耐药;耐药84株,I -敏感8株,采用梯度扩散法测定美罗培南、哌拉西林/他唑巴坦、头孢他啶的浓度。结果根据CLSI和EUCAST标准进行解释。结果:对分离株最有效的抗生素为头孢地罗。采用CLSI标准,所有分离株对头孢地罗敏感,而采用EUCAST标准,97.8%的分离株对头孢地罗敏感。庆大霉素是仅次于头孢地罗的活性最强的抗生素。87%的分离株对庆大霉素敏感。CLSI和EUCAST标准对亚胺培南/瑞巴坦的敏感性分别为66.3%和73.9%。左氧氟沙星对分离菌的体外活性最低。根据CLSI和EUCAST标准,分离株左氧氟沙星耐药率分别为70.7%和82.6%。结论:头孢地洛可能是治疗耐碳青霉烯假单胞菌感染的一种选择。
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引用次数: 1
Legal regulations regarding new and developing nicotine and tobacco products in Turkey 土耳其关于新的和正在开发的尼古丁和烟草制品的法律条例
Q4 Medicine Pub Date : 2022-01-01 DOI: 10.5505/turkhijyen.2022.36974
B. Eke, Yunus Yüce
The World Health Organization (WHO) defined the use of tobacco products as a preventable global epidemic. WHO has determined the policy topics that countries should implement to prevent this epidemic, known as MPOWER for short. It follows the activities of countries for these topics and publishes them in annual reports. As a result of the studies carried out under the leadership of WHO, the use of tobacco products by countries has decreased. The use of tobacco products, which was 32.7% in the world in 2000, is expected to decrease to 20.4% in 2025. In our country, it is predicted to decrease from 32.9% to 29.9% in the same way. Our country has successfully implemented the policy package within the scope of WHO’s Framework Convention on Tobacco Control, and as a result, it has become one of the two countries that fully implemented MPOWER measures at the highest level of success. Companies that manufacture and sell tobacco products have launched new products in the face of these developments. The most popular of these products are Electronic Nicotine/ Non-Nicotine Delivery Systems (ENDS/ENNDS) and Heated Tobacco Products (HTPs). The fact that the target audience of these new products is mostly 13 years old and over and their rapid spread among young people has led to the opening of new fronts in the war against tobacco. The rapid spread of new products was influenced by the fact that their appearance was designed to attract young people, presented as an alternative to cigarettes, and created a perception of less harm. Studies have shown that these products are not harmless. WHO has stated that reducing the damage does not reduce the risk in terms of human health. The second most important factor affecting the use is the different perspectives and legal regulations of countries on these new products. While some countries have banned it, some countries have allowed its sale. This review aims to provide detailed In this review, about the legal regulations made in our country regarding novel and emerging nicotine and tobacco products.
世界卫生组织(世卫组织)将使用烟草产品定义为一种可预防的全球流行病。世卫组织确定了各国为预防这一流行病(简称MPOWER)而应实施的政策主题。它跟踪各国在这些专题方面的活动,并在年度报告中予以公布。由于在世卫组织领导下进行的研究,各国使用烟草制品的情况有所减少。2000年世界烟草制品使用率为32.7%,预计到2025年将降至20.4%。在我国,预计将以同样的方式从32.9%下降到29.9%。我国成功地实施了世卫组织《烟草控制框架公约》范围内的一揽子政策,因此,我国已成为最成功地全面实施MPOWER措施的两个国家之一。面对这些发展,制造和销售烟草制品的公司推出了新产品。这些产品中最受欢迎的是电子尼古丁/非尼古丁输送系统(ENDS/ nends)和加热烟草产品(HTPs)。这些新产品的目标受众大多是13岁及以上,它们在年轻人中迅速传播,这一事实导致了反烟草战争的新战线的开辟。新产品的迅速传播受到这样一个事实的影响:它们的外观设计是为了吸引年轻人,作为香烟的替代品,并给人一种危害较小的感觉。研究表明,这些产品并非无害。世卫组织指出,减少损害并不能减少人类健康方面的风险。影响使用的第二个最重要的因素是各国对这些新产品的不同观点和法律规定。虽然有些国家禁止,但有些国家允许销售。本文旨在详细介绍我国针对新型尼古丁和烟草制品制定的法律法规。
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引用次数: 0
The Effect of DOCA-salt Model without Nephrectomy on Blood Pressure, Heart and Kidney Functions 未切除肾的doca -盐模型对血压、心肾功能的影响
Q4 Medicine Pub Date : 2022-01-01 DOI: 10.5505/turkhijyen.2022.43925
N. Bal, Orhan Uludağ, E. Demirel Yilmaz
Objective: Hypertension is one of the common cardiovascular diseases in which many factors play a role in its development. The deoxycorticosterone acetate (DOCA)-salt model is an experimental model that is widely used in the investigation of the pathogenesis of essential hypertension. Although this model can successfully mimic essential hypertension in humans, both the rate and magnitude of blood pressure increase with unilateral nephrectomy does not fully reflects the clinical situation in most hypertensive patients. In this study, it was investigated the effects of prolonged administration of DOCA-salt without nephrectomy on blood pressure, body weight, heart and kidney functions of rats. atrium and left papillary muscle tissues were isolated from rats. Isoprenaline, phenylephrine and acethylcholine-induced rhythmic activity and contractions of tissues were recorded in organ bath. Blood urea nitrogen (BUN) and creatinine levels were measured in plasma samples. Results: 12 weeks DOCA-salt administration without nephrectomy were significantly elevated systolic blood pressure of rats. The DOCA-salt application did not cause a decrease in the body weight of the rats. While the right atrium was not affeced to acethylcholine; the phenylephrine-induced alpha adrenergic receptor mediated contractile responses were increased and the isoprenaline-induced beta adrenergic receptor-mediated contractile responses were decreased in hypertensive rats. The DOCA-salt administration increased plasma BUN and creatinine levels of rats. Conclusion: These findings suggest that 12 weeks DOCA-salt administration without nephrectomy caused cardiac and renal changes associated with hypertension and could be used in hypertension studies as a noninvasive animal model.
目的:高血压是一种常见的心血管疾病,其发病与多种因素有关。醋酸脱氧皮质酮(DOCA)-盐模型是一种广泛应用于原发性高血压发病机制研究的实验模型。虽然该模型可以成功模拟人类原发性高血压,但单侧肾切除术后血压升高的速度和幅度并不能完全反映大多数高血压患者的临床情况。本实验研究了不切除肾的长期给药doca盐对大鼠血压、体重、心脏和肾脏功能的影响。分离大鼠心房和左乳头肌组织。在器官浴中记录异丙肾上腺素、苯肾上腺素和乙酰胆碱诱导的组织节律性活动和收缩。测定血浆中尿素氮(BUN)和肌酐水平。结果:在不切除肾的情况下,给药12周后大鼠收缩压明显升高。doca盐的施用没有引起大鼠体重的减少。而右心房对乙酰胆碱无影响;高血压大鼠肾上腺素诱导的α -肾上腺素受体介导的收缩反应增强,异肾上腺素诱导的β -肾上腺素受体介导的收缩反应减弱。doca -盐使大鼠血浆BUN和肌酐水平升高。结论:这些研究结果表明,不切除肾的12周doca盐给药可引起高血压相关的心脏和肾脏变化,可作为无创动物模型用于高血压研究。
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引用次数: 0
Investigation of Disinfectant Effectiveness of Boric Acid 硼酸消毒剂消毒效果的研究
Q4 Medicine Pub Date : 2022-01-01 DOI: 10.5505/turkhijyen.2022.54521
Fatma Nur Karabacak, Y. Zer, Ayşe Büyüktaş Manay
Yöntem: Liyofilize borik asidin farklı konsantrasyonlarında (%1, 2, 4, 6) süspansiyonları hazırlanarak, Staphylococcus aureus ATCC 29213, Escherichia coli ATCC 25922, Pseudomonas aeruginosa ATCC 27853, Enterococcus faecalis ATCC 29212, Streptococcus mutans ATCC 25175 izolatları ve kan kültürü örneklerinden izole edilen farklı direnç paternine sahip 20 farklı mikroorganizma (Acinetobacter baumannii, Klebsiella pneumoniae, Staphylococcus epidermidis, Candida albicans, Candida parapsilosis, Streptococcus mitis/oralis) olmak üzere toplam 25 izolata karşı kalitatif süspansiyon yöntemi ile dezenfektan etkinliği araştırılmıştır. Kalitatif süspansiyon yönteminde; farklı konsantrasyondaki borik asit ile seçilen bakteriler 1, 2, 5, 10, 30 dakikalık sürelerde temas ettirilmiştir. Temas süreleri sonunda, ABSTRACT Objective: Boric acid is an element that is found as compounds in the nature and has been shown to be effective in many areas. Being non-toxic for human and the environment and economical due to obtained naturally are the main remarkable properties. This study was conducted to investigate the disinfectant efficiency of boric acid.
方法:用不同浓度的硼酸(%1、2、4、6)分别制备金黄色葡萄球菌ATCC 29213、大肠杆菌ATCC 25922、铜绿假单胞菌ATCC 27853、粪肠球菌ATCC 29212,链球菌突变有20种不同的微生物(鲍曼不动杆菌、肺炎克雷伯菌、表皮葡萄球菌、白色念珠菌、近裸念珠菌、轻度链球菌/口腔链球菌),它们分离出不同的分离株和血液培养样本。进行了调查。以尺度间隔的方式;用不同浓度的硼酸选择的细菌在1、2、5、10、30分钟内接触。在主题驱动因素之后,摘要目的:硼酸是一种在自然界中以化合物形式存在的元素,已被证明在许多领域有效。天然取得的主要显著特性是对人体和环境无毒、经济。本研究旨在考察硼酸的消毒效果。
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引用次数: 1
Evaluation of Real-Time PCR Cycle Threshold Value, Clinical and Epidemiological Characteristics of SARS-CoV-2 Positive Healthcare Workers SARS-CoV-2阳性医护人员实时荧光定量PCR周期阈值、临床及流行病学特征评价
Q4 Medicine Pub Date : 2022-01-01 DOI: 10.5505/turkhijyen.2022.59913
G. Bayram, Harun Gülbudak, Aslıhan Bekçi̇, Seda Tezcan Ülger, G. Yapıcı, G. Aslan
INTRODUCTION: During the coronavirus infectious disease-2019 (COVID-19) pandemic, healthcare workers are the occupational group most affected by SARS-CoV-2. Infection of healthcare workers with SARS-CoV-2 poses a potential risk of infection for other healthcare workers, patients and their families. The viral load measure in the sample is determined as the cycle threshold (Ct) with the RT-qPCR method. It has been reported that the RT-qPCR Ct value may be related to the severity and potential contagiousness of the infection. In this study, it was aimed to evaluate the relationships between socio-demographic factors, COVID-19 symptoms and Ct value in SARS-CoV-2 RT-qPCR positive healthcare workers. METHODS: In this study, 300 healthcare workers with positive SARS-CoV-2 RT-qPCR test were included. SARS-CoV-2 RT-qPCR test was performed from nasopharyngeal and oropharyngeal swab samples with Bio-speedy SARS-CoV-2 RT-qPCR (Bioeksen, Turkey) kit. The RT-qPCR Ct value results of healthcare staff patients were classified as low, medium and high, socio-demographic characteristics and the risk of viral spread was evaluated. RESULTS: The rate of those who showed at least one symptom among the 300 health personnel included in the study was 88.3% (n=265) and the most common symptoms were muscle-joint pain 39.7%, fatigue 33% and sore throat 30.7%. The median RT-qPCR Ct value was determined as 23.17(19.3-29.4) and Ct value was found to be low (<24.0) in 59% of healthcare personnel. In addition, the Ct value of the personnel working in the administrative units was found to be lower than those working in the COVID-19 polyclinic, service and intensive care unit (p=0.020). Those who had fever and at least one of the COVID-19 symptom (fever, cough, respiratory distress) group had a lower Ct value than those who did not (p=0.008, p=0.019, respectively). When the possible source of transmission was evaluated, it was determined that 22% of the health personnel were infected during patient care, 21% from other health personnel and 23.3% from non-hospital sources. DISCUSSION AND CONCLUSION: Our results have shown that most of the SARS-CoV-2 transmission seen in healthcare workers occurs within the hospital, but more viral load is exposed in out-of-hospital contacts. In addition, it has been observed that administrative personnel who do not have contact with patients can be a potential source of transmission. This situation has reaffirmed that PPE usage rules should be followed in order to reduce the risk of transmission in healthcare personnel and that personnel working outside the clinic should follow the mask and distance rules during their contact with their colleagues. It was determined that the Ct value was lower (higher viral load) in the presence of any of the symptoms of fever, cough, respiratory distress and fatigue in healthcare workers. In the presence of these symptoms, PCR testing of healthcare workers and taking necessary isolation measures until the test resu
导语:在2019冠状病毒传染病(COVID-19)大流行期间,医护人员是受SARS-CoV-2影响最大的职业群体。卫生保健工作者感染SARS-CoV-2对其他卫生保健工作者、患者及其家属构成潜在的感染风险。用RT-qPCR方法测定样品中的病毒载量为周期阈值(Ct)。有报道称,RT-qPCR Ct值可能与感染的严重程度和潜在传染性有关。本研究旨在评估SARS-CoV-2 RT-qPCR阳性医护人员的社会人口学因素、COVID-19症状与Ct值之间的关系。方法:选取SARS-CoV-2 RT-qPCR检测阳性的300名医护人员为研究对象。采用Bio-speedy SARS-CoV-2 RT-qPCR (Bioeksen,土耳其)试剂盒对鼻咽和口咽拭子样本进行SARS-CoV-2 RT-qPCR检测。将医护人员患者的RT-qPCR Ct值分为低、中、高,并结合社会人口学特征对病毒传播风险进行评价。结果:纳入研究的300名卫生人员中,出现至少一种症状的比例为88.3% (n=265),最常见的症状为肌肉-关节疼痛39.7%,疲劳33%,喉咙痛30.7%。RT-qPCR中位Ct值为23.17(19.3 ~ 29.4),59%的医护人员Ct值较低(<24.0)。此外,在行政单位工作的人员的Ct值低于在新冠肺炎综合诊所、服务和重症监护病房工作的人员(p=0.020)。有发热和至少一种COVID-19症状(发热、咳嗽、呼吸窘迫)组的Ct值低于无发热、咳嗽、呼吸窘迫组(p=0.008, p=0.019)。当评估可能的传播源时,确定22%的卫生人员在患者护理期间感染,21%来自其他卫生人员,23.3%来自非医院来源。讨论与结论:我们的研究结果表明,大多数在医护人员中发现的SARS-CoV-2传播发生在医院内,但更多的病毒载量暴露在院外接触者中。此外,据观察,与患者没有接触的行政人员也可能是潜在的传播源。这一情况再次表明,应遵守个人防护装备使用规则,以减少卫生保健人员之间的传播风险,在诊所外工作的人员在与同事接触时应遵守口罩和距离规则。经确定,在医护人员出现发热、咳嗽、呼吸窘迫和疲劳等症状时,Ct值较低(病毒载量较高)。在出现这些症状的情况下,对医护人员进行PCR检测并采取必要的隔离措施直至获得检测结果,将减少传播的可能性。
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引用次数: 0
Investigation of the presence of mycobacteria along with microbial agents in cases of keratitis 角膜炎病例中分枝杆菌与微生物制剂存在的调查
Q4 Medicine Pub Date : 2022-01-01 DOI: 10.5505/turkhijyen.2022.17003
Ali Üçkayabaşı, Tülay Kandemir, Toğrul Nagiyev
Objective: Because of various problems in the differential diagnosis of non-tuberculous mycobacteria (NTM), clinicians may ignore these opportunistic bacteria. DNA is usually extracted from the bacterial culture in polymerase chain reaction (PCR)-based molecular methods, which have been successfully applied in recent years in the diagnosis of extrapulmonary mycobacterial infections such as mycobacterial keratitis, as well as in mycobacterial identification and drug resistance determination in patients with suspected pulmonary tuberculosis. Considering the difficulties experienced in culture, especially in mycobacteria, it is thought that DNA extraction not only from culture but also directly from clinical samples will shed light on the development of rapid and accurate diagnostic protocols. In this study, it was aimed to investigate the presence of mycobacteria along with microbial agents in corneal scraping samples of patients with keratitis. Methods: Corneal scraping samples were collected for bacteriological and mycological examinations from
目的:由于在非结核分枝杆菌(NTM)的鉴别诊断中存在各种问题,临床医生可能会忽视这些机会性细菌。基于聚合酶链反应(PCR)的分子方法通常是从细菌培养物中提取DNA,近年来已成功应用于分枝杆菌角膜炎等肺外分枝杆菌感染的诊断,以及疑似肺结核患者的分枝杆菌鉴定和耐药性测定。考虑到在培养中遇到的困难,特别是在分枝杆菌中,人们认为不仅从培养物中提取DNA,而且直接从临床样本中提取DNA将有助于开发快速准确的诊断方案。本研究旨在调查角膜炎患者角膜刮拭样本中分枝杆菌和微生物制剂的存在。方法:采集角膜刮拭标本,进行细菌学和真菌学检查
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引用次数: 0
Nested-PCR Assay for molecular identification of cutaneous leishmaniasis species using kinetoplast DNA gene in Mirjaveh and Reg-e Malek provinces (IRAN) 伊朗Mirjaveh省和Reg-e Malek省皮肤利什曼病基因的巢式pcr鉴定
Q4 Medicine Pub Date : 2022-01-01 DOI: 10.5505/turkhijyen.2022.06887
H. Mirahmadi, F. Gorgani, M. Metanat, S. Etemadi, Seyed Mehdi Tabaatabaei̇, Mohammad Kazem Momeni
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引用次数: 0
Distribution and antibiotic susceptibility of microorganisms isolated from blood cultures of patients hospitalized in intensive care units: a two-year evaluation 重症监护病房住院患者血液培养中分离微生物的分布和抗生素敏感性:一项为期两年的评估
Q4 Medicine Pub Date : 2022-01-01 DOI: 10.5505/turkhijyen.2022.26937
Tuğçe Şimşek Bozok, Taylan Bozok
{"title":"Distribution and antibiotic susceptibility of microorganisms isolated from blood cultures of patients hospitalized in intensive care units: a two-year evaluation","authors":"Tuğçe Şimşek Bozok, Taylan Bozok","doi":"10.5505/turkhijyen.2022.26937","DOIUrl":"https://doi.org/10.5505/turkhijyen.2022.26937","url":null,"abstract":"","PeriodicalId":35553,"journal":{"name":"Turk hijiyen ve deneysel biyoloji dergisi. Turkish bulletin of hygiene and experimental biology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70675969","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prediction of Treatment Cost by Artificial Neural Network of Patients with COVID-19 in Intensive Care Unit 重症监护病房COVID-19患者治疗费用的人工神经网络预测
Q4 Medicine Pub Date : 2022-01-01 DOI: 10.5505/turkhijyen.2022.48642
Suna Koc, M. Dokur, T. Özer, Betul Borku Uysal, M. Islamoglu, N. Açıkgöz, İlke Küpeli, Sena Koç, Sema Nur Dokur, I. Degim
Objective: Artificial neural networks (ANNs) are computer systems that are inspired by the biological neural networks that make up mammalian brains. An ANN is built from a network of linked units or nodes known as artificial neurons, which are roughly modeled after the neurons in the human brain. Each link, like synapses in a human brain, has the ability to send a signal to other neurons. The connections are referred to as edges. Neurons and edges usually have a weight that changes as learning progresses. The weight changes the intensity of the signal at a connection. Artificial neural networks have found applications in a wide range of fields due to their capacity to recreate and simulate nonlinear phenomena. System identification and control, medical diagnostics, data mining, visualization, machine translation, distinguishing highly invasive cancer cell lines from less invasive lines using simply cell shape information, and many more domains are examples of application areas. In this study, ANN analysis was utilized by us to forecast the total cost of therapy or the prognosis of severe COVID-19 the patients in the intensive care unit (ICU). Methods: The parameters such as ages, and the other biochemical parameters that affect the staying periods (days) of COVID-19 infected patients in ICU were evaluated by using an ANN analysis. For this a computer program, Pythia®, was used to develop ANN models. Real data was used for that selected patients in this study. Results: The real data obtained from the ICU and gave to the computer as initial parameters. The computer program gave 15 neurons for the first level, one neurons for the second level as the most suitable model for the prediction (SSD = 0.000995). This program predicts a total cost 144.930,94 Turkish Lira (27.300 USD) where the real cost 142.234,06 Turkish Lira (26.792 USD) for the real patient in 2019. This relation was found to be good to predict the possible affected parameters on staying times. Conclusion: The ANN model developed and released in this research does not necessitate any experimental parameters. Besides, ANN has the ability to deliver helpful and exact prediction or information regarding the expense of COVID-19 patients in ICU. © 2022. All Rights Reserved.
目的:人工神经网络(ann)是受构成哺乳动物大脑的生物神经网络启发的计算机系统。人工神经网络是由被称为人工神经元的连接单元或节点组成的网络构建而成的,人工神经元大致模仿人类大脑中的神经元。每个连接,就像人类大脑中的突触一样,有能力向其他神经元发送信号。这些连接被称为边。神经元和边通常有一个权重,随着学习的进展而变化。权重改变连接处的信号强度。人工神经网络由于其重建和模拟非线性现象的能力,在广泛的领域得到了应用。系统识别和控制、医疗诊断、数据挖掘、可视化、机器翻译、使用简单的细胞形状信息区分高侵袭性癌细胞系和低侵袭性癌细胞系,以及更多的领域都是应用领域的例子。在本研究中,我们利用神经网络分析预测重症监护病房(ICU)重症COVID-19患者的治疗总费用或预后。方法:采用人工神经网络(ANN)分析影响COVID-19感染患者在ICU住院时间(d)的年龄等生化指标。为此,使用了计算机程序Pythia®来开发人工神经网络模型。本研究选取的患者均采用真实数据。结果:从ICU获得的真实数据作为初始参数输入计算机。计算机程序给出第一级15个神经元,第二级1个神经元作为最适合预测的模型(SSD = 0.000995)。该项目预计2019年患者的总成本为144.930,94土耳其里拉(27.300美元),而实际成本为142.234,06土耳其里拉(26.792美元)。该关系可以很好地预测可能影响停留时间的参数。结论:本研究建立并发布的人工神经网络模型不需要任何实验参数。此外,人工神经网络有能力提供有关COVID-19患者在ICU的费用的有用和准确的预测或信息。©2022。版权所有。
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引用次数: 0
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Turk hijiyen ve deneysel biyoloji dergisi. Turkish bulletin of hygiene and experimental biology
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