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Leveraging Larkai’s Technology for Remote Patient Monitoring 利用 Larkai 技术进行患者远程监控
Pub Date : 2024-01-01 DOI: 10.37648/ijrmst.v17i01.001
Pritam Dhalla
Primarily in the treatment of chronic illnesses, the rapidly developing discipline of remote patient monitoring (RPM) has the potential to completely transform the way healthcare is delivered. With an emphasis on cardiac and respiratory health, this study intended to assess the usefulness and efficacy of Larkai Healthcare's RPM system in improving disease monitoring practices. To comprehensively assess the Larkai RPM system, we conducted a comparative analysis of its performance against conventional clinical monitoring methods across a diverse patient population. With Larkai's RPM devices, key vitals like ECG, blood pressure, heart rate, respiration rate, and SpO2 were continually monitored, allowing for early diagnosis and treatment of heart and lung illnesses. Our investigation focused on the interactions among treatment adherence, user experience, and technological integration, as well as how these relationships affect patient outcomes. The findings of this study unequivocally support the efficacy of Larkai's RPM technology in real-world scenarios. We observed a significant improvement in the identification of early cardiopulmonary complications, which could lead to improved patient prognoses. Moreover, the study explored the impact of this technology on healthcare delivery patterns, revealing reductions in hospital visit frequency and associated costs. In conclusion, this study positions Larkai's RPM technology as a transformative tool in the healthcare landscape, providing compelling evidence for its ability to optimize healthcare processes and elevate patient care. Our findings pave the way for a future where remote monitoring becomes an integral component of disease management and prevention, advocating for the widespread adoption of RPM solutions within healthcare systems.
远程病人监护(RPM)是一门发展迅速的学科,主要用于治疗慢性疾病,它有可能彻底改变医疗保健的提供方式。本研究以心脏和呼吸系统健康为重点,旨在评估拉开医疗的 RPM 系统在改善疾病监测实践方面的实用性和有效性。为了全面评估 Larkai RPM 系统,我们在不同的患者群体中对其性能与传统临床监测方法进行了比较分析。通过 Larkai 的 RPM 设备,心电图、血压、心率、呼吸频率和 SpO2 等关键生命体征得到了持续监测,从而实现了对心脏和肺部疾病的早期诊断和治疗。我们的调查重点是治疗依从性、用户体验和技术集成之间的相互作用,以及这些关系如何影响患者的治疗效果。这项研究的结果明确支持 Larkai 的 RPM 技术在实际应用中的有效性。我们观察到,早期心肺并发症的识别率明显提高,这可能会改善患者的预后。此外,研究还探讨了这项技术对医疗服务模式的影响,发现医院就诊频率和相关费用都有所降低。总之,这项研究将 Larkai 的 RPM 技术定位为医疗保健领域的变革性工具,为其优化医疗保健流程和提升患者护理水平的能力提供了令人信服的证据。我们的研究结果为未来远程监控成为疾病管理和预防不可或缺的组成部分铺平了道路,并倡导在医疗保健系统中广泛采用 RPM 解决方案。
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引用次数: 0
Employability of the Machine Learning Algorithms in the Early Diagnosis of Various Diseases 机器学习算法在各种疾病早期诊断中的就业能力
Pub Date : 1900-01-01 DOI: 10.37648/ijrmst.v13i01.015
Teesha Ahuja
The most difficult task is accurately predicting disease. Environment and lifestyle factors contribute to a wide range of illnesses. As a result, it becomes a crucial task to predict disease earlier. On the other hand, the doctor finds it too difficult to predict symptoms accurately. Predicting the disease is important in using data mining to solve this issue. Medical science experiences significant annual data growth. Early patient care has benefited from accurate medical data analysis because of the growing amount of data in the medical field. Data mining uncovers hidden pattern information in a wide range of medical data by utilizing disease data. Based on the patient's symptoms, we proposed a general disease prediction. We use the machine learning algorithms K-Nearest Neighbor (KNN) and Convolutional Neural Network (CNN) for accurate disease prediction. A dataset of disease symptoms was required for disease prediction. A person's lifestyle and checkup information are considered for an accurate prediction in this general disease prediction. CNN has a higher general disease prediction accuracy of 84.5% than the KNN algorithm. Additionally, KNN's memory and time requirements are higher than CNN's. This system can provide the risk associated with the prevalent disease, which can be either a lower or higher risk of the prevalent disease after general disease prediction.
最困难的任务是准确预测疾病。环境和生活方式因素会导致多种疾病。因此,及早预测疾病就成了一项至关重要的任务。另一方面,医生发现很难准确地预测症状。预测疾病是利用数据挖掘解决这一问题的重要途径。医学科学经历了显著的年度数据增长。由于医疗领域的数据量不断增加,早期患者护理受益于准确的医疗数据分析。数据挖掘是一种利用疾病数据来发现大量医疗数据中隐藏的模式信息的方法。根据患者的症状,我们提出了一个一般的疾病预测。我们使用机器学习算法k -最近邻(KNN)和卷积神经网络(CNN)进行准确的疾病预测。疾病预测需要疾病症状数据集。在这种一般疾病预测中,一个人的生活方式和检查信息被认为是准确预测的依据。CNN的一般疾病预测准确率为84.5%,高于KNN算法。此外,KNN对内存和时间的要求高于CNN。该系统可以提供与流行疾病相关的风险,在一般疾病预测之后,可以是流行疾病的较低风险或较高风险。
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引用次数: 0
Corona Pandemic Impact on the Performance of the Iraqi Clinics 冠状病毒大流行对伊拉克诊所业绩的影响
Pub Date : 1900-01-01 DOI: 10.37648/ijrmst.v15i01.010
Abdullah Najim Abd Al Khanaifsawy
Contractual obligations in Iraq have been affected by the worldwide outbreak of coronavirus and the restrictive measures it has adopted, such as the announcement of the Defense Law. The enforcement of the Defense Law led in some cases to the impossibility to perform the contractual obligations that were previously established which triggered the parties to the contract - the debtor in particular - to invoke the application of force majeure or the doctrine of exceptional circumstances, and in both cases either demand contract frustration or mitigation of the contract. This research addresses the impact of applying the doctrine of unexpected circumstances and force majeure on contractual obligations following the provisions of Iraqi law and considering the legal texts of the defense and civil laws in force in Iraq. To achieve the goals of this research, the relevant legal texts were covered with explanation and detail, supported by the jurisprudence of the Iraqi courts.
伊拉克的合同义务受到全球冠状病毒爆发及其采取的限制性措施(如宣布《国防法》)的影响。《国防法》的执行在某些情况下导致无法履行先前确定的合同义务,这导致合同各方——特别是债务人——援引不可抗力或例外情况原则的适用,在这两种情况下,要么要求解除合同,要么要求减轻合同。本研究根据伊拉克法律的规定,并考虑到伊拉克现行的国防和民事法律文本,探讨了适用意外情况和不可抗力原则对合同义务的影响。为了实现这项研究的目标,在伊拉克法院的判例的支持下,对有关的法律案文进行了解释和详细说明。
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引用次数: 0
A Study of Some Physiological and Biochemical Variables for Patients with Coronary Artery Disease 冠心病患者一些生理生化指标的研究
Pub Date : 1900-01-01 DOI: 10.37648/ijrmst.v15i01.011
AL Majali, Rana Essam Saeed
The current study aimed to investigate some physiological and biochemical variables for patients with atherosclerosis of the heart, as some functional and metabolic criteria, and to compare the results of patients with the control group (healthy ones) and the study sample include (120) volunteers whose ages ranged from (30 – 96 years) from the residents of Wasit and Dhi Qar governorates, as data were collected for the samples of the current study to include the age group, where the results of the study sample showed the highest rates of patients within the age group (50-69 years) compared with the control group and for both sexes. Whereas, the laboratory tests of the biochemical-metabolic criteria indicated that there were significant differences in the concentrations of lipids in blood serum samples between the two groups of patients and the control with statistical significance, as the concentrations of lipids increased in each of cholesterol, triglycerides TG, low-density lipoproteins (LDL) and very low-density lipoproteins (VLDL), and a decrease in the level of High-density lipoproteins (HDL) in patients with atherosclerosis compared with the control group for both sexes, in addition, the results of the study showed that significant changes in the levels of the two biomarkers of atherosclerosis, as a significant increase was observed in the levels of OPG and endothelin ET in the serum of atherosclerosis patients of both sexes, compared to the control group, respectively. It is concluded from this study that the changes in serum levels of OPG and endothelin ET, as the results showed that males are more susceptible to atherosclerosis than females, and it also showed that the older the age, the greater the risk factors for atherosclerosis.
本研究旨在调查心脏动脉粥样硬化患者的一些生理生化变量,如一些功能和代谢标准,并将患者的结果与对照组(健康组)和研究样本(120)进行比较,研究样本来自Wasit和Dhi Qar省的居民,年龄在(30 - 96岁)之间,因为本研究样本收集的数据包括年龄组。研究样本的结果显示,与对照组相比,该年龄组(50-69岁)患者的发病率最高,无论男女。生化代谢标准的实验室测试表明,两组患者血清样品中的脂质浓度与对照组存在显著差异,且具有统计学意义,胆固醇、甘油三酯、甘油三酯、低密度脂蛋白(LDL)和极低密度脂蛋白(VLDL)中的脂质浓度均有所升高。与对照组相比,动脉粥样硬化患者的高密度脂蛋白(HDL)水平男女均有所下降。此外,研究结果显示,动脉粥样硬化患者血清中OPG和内皮素ET的水平男女均显著升高,这两种动脉粥样硬化生物标志物的水平均发生了显著变化。本研究得出血清OPG和内皮素ET水平的变化,结果表明男性比女性更容易发生动脉粥样硬化,同时也表明年龄越大,动脉粥样硬化的危险因素越大。
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引用次数: 0
Impact Factor Migraine on Biomarkers and ABO Blood Distribution in Karbala 偏头痛对卡尔巴拉地区生物标志物和ABO血液分布的影响因素
Pub Date : 1900-01-01 DOI: 10.37648/ijrmst.v16i01.003
Haithem Rauf Mohammed
The great majority of headaches are harmless events characterized by discomfort in any region of the head. Pain can manifest unilaterally or bilaterally. Pain might be subtle and throbbing, or it can be intense and radiating. A common headache's length can also vary substantially. Simple headaches caused by stress, excessive alcohol use, smoking, and weariness are easily cured with aspirin and calm slumber. The cause of more complicated headaches is unknown, however it could be due to aberrant nerve activity, regional changes in brain blood flow, or the improper release of pain-transmitting neuropeptides. Headaches are divided into two types: primary headaches and secondary headaches. (1).
绝大多数头痛是无害的事件,其特点是头部任何区域的不适。疼痛可表现为单侧或双侧。疼痛可能是轻微的悸动,也可能是强烈的放射。普通头痛的长度也会有很大的不同。由压力、过度饮酒、吸烟和疲劳引起的简单头痛很容易用阿司匹林和平静的睡眠治愈。更复杂的头痛的原因尚不清楚,但它可能是由于异常的神经活动,脑血流的局部变化,或不适当的释放传递疼痛的神经肽。头痛分为两种类型:原发性头痛和继发性头痛。(1).
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引用次数: 0
EMPLOYABLITY OF BLOCKCHAIN TOOLS AND TECHNIQUES FOR EFFICACIOUS TRACEABILITY OF DRUGS IN HEALTHCARE SYSTEMS 区块链工具和技术在医疗保健系统中有效追溯药物的可用性
Pub Date : 1900-01-01 DOI: 10.37648/ijrmst.v11i02.022
Shreyansh Balhara
In the ongoing situation, we run over different issues in India's drug store network, which can address with various ideas. Since a medication's proprietorship changes from producer to the merchant and afterwards to the drug specialist previously arriving at the client. The designers don't have an idea how their medication is being used. Simultaneously, customers don't know whether the medication came from a legitimate source, including incorrect data, lack of transparency, and local information provenance. It is hard to recognize forgeries because these medications go through complex circulated networks, opening doors for fakes to enter the credible production network. Most existing track-and-follow systems are concentrated, prompting information protection, transparency and genuinely issues in medical services supply chains. A start-to-end drug global positioning system across the drug inventory network is a Web Application for this task. It attempts to anticipate drug forging and adding traceability, security, and perceivability to the drug production network using Blockchain innovation and the AWS S3 system.
在目前的情况下,我们在印度的药店网络中遇到了不同的问题,可以用各种各样的想法来解决。由于药品的所有权从生产者转变为商人,之后又转变为之前到达客户的药品专家。设计者并不知道他们的药物是如何被使用的。同时,客户不知道药物是否来自合法来源,包括不正确的数据、缺乏透明度和本地信息来源。由于这些药物经过复杂的流通网络,为假药进入可信的生产网络打开了大门,因此很难识别假药。大多数现有的跟踪跟踪系统都是集中的,这引发了医疗服务供应链中的信息保护、透明度和真正的问题。跨药物库存网络的从头到端药物全球定位系统是用于此任务的Web应用程序。它试图预测药物伪造,并使用区块链创新和AWS S3系统为药物生产网络增加可追溯性、安全性和可感知性。
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引用次数: 0
LEVERAGING THE MACHINE LEARNING ALGORITHMS TO EFFICACIOUSLY PREDICT THE RISK PARAMETERS OF STROKE 利用机器学习算法有效地预测中风的风险参数
Pub Date : 1900-01-01 DOI: 10.37648/ijrmst.v11i02.020
Samriti Dhamija
Unexpected hindrances of pathways bring strokes to the heart and cerebrum. Various classifiers have been developed to identify early stroke warning side effects, including Logistics Regression, Decision Tree, KNN, Random Forest, and Naïve Bayes. Besides, the proposed research has acquired a precision of around 95.4%, with the Random Forest beating different classifiers. This model has the most elevated stroke forecast accuracy. Accordingly, Random Forest is the ideal classifier for anticipating stroke, which specialists and patients can use to early endorse and recognize likely strokes. Here in our examination, we have made a site to which the model is unloaded/stacked to such an extent that the connection point will be cordial to the end clients.
意想不到的通路障碍会导致心脏和大脑中风。已经开发了各种分类器来识别早期中风预警副作用,包括logistic回归,决策树,KNN,随机森林和Naïve贝叶斯。此外,所提出的研究获得了95.4%左右的精度,随机森林击败了不同的分类器。该模型具有最高的冲程预测精度。因此,随机森林是预测中风的理想分类器,专家和患者可以使用它来早期认可和识别可能的中风。在我们的检查中,我们创建了一个站点,将模型卸载/堆叠到该站点,以使连接点对最终客户端是亲切的。
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引用次数: 0
A STUDY TO ASSESS THE EFFECTIVENESS OF A PLANNED TEACHING PROGRAMME ON KNOWLEDGE REGARDING POST OPERATIVE CARE OF CARDIAC PATIENTS AMONG STAFF NURSES WORKING IN A TERTIARY CARE HOSPITAL IN SRINAGAR 一项评估斯利那加一家三级护理医院护士关于心脏病患者术后护理知识的计划教学方案有效性的研究
Pub Date : 1900-01-01 DOI: 10.37648/ijrmst.v11i02.017
Nighat Ara, R. Bajwa
The goal of this research was to determine how well nurses at a tertiary care hospital in Karachi, Srinagar, knew and practiced post-cardiac catheterization patient care. goal-oriented research A research to evaluate the impact of a planned training programmed for staff nurses working in a tertiary care hospital in Srinagar on their understanding of post-operative care for cardiac patients. Trauma victims are still at risk for deep vein thrombosis (DVT). Only 10% of those who need DVT prophylaxis are given it, while the other 90% are denied treatment due of a lack of knowledge and awareness. Deep vein thrombosis is a life-threatening disorder that may result in death. The quality of care delivered was evaluated via the use of an observational instrument as well as a survey administered to 30 randomly selected participants. It used a pre-validated questionnaire in the survey. Between the months of September 2011 and November 2011, the team conducted their investigation. The investigation was conducted on staff nurses from the cardiology critical care unit and the cardiology medical ward. A staff nurse with more than five years of experience is more knowledgeable than a staff nurse who has less than five years of experience. A p value of 0.015 was found to be significant when these two were compared. Based on what I've seen, the level of care provided is acceptable.
本研究的目的是确定斯利那加卡拉奇一家三级护理医院的护士对心导管术后患者护理的了解和实践情况。一项旨在评估斯利那加一家三级护理医院的护士培训计划对其了解心脏病患者术后护理的影响的研究。创伤受害者仍然有患深静脉血栓的风险。只有10%需要深静脉血栓预防的人得到了治疗,而另外90%的人由于缺乏知识和意识而被拒绝治疗。深静脉血栓是一种危及生命的疾病,可能导致死亡。通过使用观察仪器以及对30名随机选择的参与者进行调查来评估所提供的护理质量。它在调查中使用了一份预先验证的问卷。在2011年9月至2011年11月期间,该团队进行了调查。调查对象为心脏科重症监护病房和心脏科内科病房的护工。经验超过5年的护士比经验少于5年的护士知识更渊博。两者比较p值为0.015,差异有统计学意义。根据我所看到的,提供的护理水平是可以接受的。
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引用次数: 0
Effect of Concomitant Use of Syzygium Cumini (L.) Skeels Seed Powder and Metformin: An In-vivo Interaction Study 合用茴香的效果观察骨种子粉和二甲双胍:体内相互作用研究
Pub Date : 1900-01-01 DOI: 10.37648/ijrmst.v13i01.005
Pahuja Geetika, G. Shivani, A. Praveen, M. Kamaraj, N. Tanuja
Context: As the increasing herb-drug interactions have posed many questions about the safety and efficacy of concomitant use of many herbs and drugs. An attempt has been made to study the effect of Jamun (Syzygium cumini (L.) Skeels) seed powder (JSP) and metformin in diabetic rats. Aim: Interaction between JSP and Metformin Settings and Design: Dabur Research Foundation, Ghaziabad. Methods and Material: Sprague Dawley rats were divided into five groups of six each and were fasted for 2 hr before the experiment with water ad libitum. All Group G1 & G2 received, citrate buffer, group G3 received 500 mg/kg body weight of JSP, G4 received metformin 200 mg/kg BW, and G5 received JSP + metformin 200 mg/kg body weight each respectively. Diabetes was induced by administering an i.p. injection of nicotinamide at the dose of 110mg/kg 15 min. before the 50 mg/kg STZ injection in an ice-cold 0.1 M citrate buffer (pH 4.5). Blood glucose levels were measured using a glucometer. Statistical analysis: Body weight was analyzed by two-way ANOVA, rest data by one-way ANOVA. Data expressed as Mean ± SEM. Results: The combined treatment showed a 25.37% and 43.0% reduction in BGL which is more than the individual effect of JSP and metformin on Day 1 and 8 respectively. Conclusions: The results indicate that the combination of JSP and metformin is having an additive effect and can be used safely to obtain a prolonged and sustained antidiabetic effect. Clinical significance: JSP along with Metformin can be given to manage very high blood glucose levels and also conditions like secondary failures to OHAs
背景:随着草药与药物相互作用的增加,对许多草药和药物同时使用的安全性和有效性提出了许多问题。本文尝试研究Jamun (Syzygium cumini (L.))的作用。糖尿病大鼠骨)种子粉(JSP)和二甲双胍。目的:JSP与二甲双胍设置和设计之间的相互作用:Dabur研究基金会,Ghaziabad。方法与材料:将Sprague Dawley大鼠分为5组,每组6只,实验前禁食2 h,任意饮水。G1、G2组均给予柠檬酸缓冲液,G3组给予500 mg/kg体重的JSP, G4组给予200 mg/kg体重的二甲双胍,G5组分别给予JSP + 200 mg/kg体重的二甲双胍。在0.1 M柠檬酸缓冲液(pH 4.5)中注射50 mg/kg STZ前15分钟,以110mg/kg剂量滴注烟酰胺诱导糖尿病。用血糖仪测量血糖水平。统计分析:体重数据采用双因素方差分析,休息数据采用单因素方差分析。数据以Mean±SEM表示。结果:联合治疗在第1天和第8天BGL降低25.37%和43.0%,分别高于单用JSP和二甲双胍的效果。结论:JSP与二甲双胍联用具有加性效应,可安全使用,获得长期、持续的降糖效果。临床意义:JSP和二甲双胍可以用来治疗非常高的血糖水平,也可以用来治疗oha继发性失败
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引用次数: 0
The Appropriateness of the Use of Antibiotics in Baghdad Hospitals: An Empirical Study in Al-Furat Hospital 巴格达医院抗生素使用适宜性研究——以Al-Furat医院为例
Pub Date : 1900-01-01 DOI: 10.37648/ijrmst.v14i01.018
Hasan Ali Abdulhussein
The most common type of widely in usage group of medicines throughout our nation, as they are worldwide - and they are frequently consumed in an inconsequential manner. In this study, the use of antibiotics in the 245-bed Al-Furat Academic Medical Center, the reason for starting whether they are the antibiotics used make sense or not were investigated according to the method of point spread. On February 8, 2022, Patients at our facility were assessed for antibiotic use using the point of privilege method. Patients under the age of 18 were not included in the investigation. Chi-square and Fisher's exact chi-square tests were used in the analytical statistics. 60 (27.2%) of the 221 hospitalized patients in Utilizing antibiotics in our hospital. Of these patients, 33 (54.4%) were in surgical departments, while 27 (45.6%) were in units that handled internal medicine. Antibiotics were used prophylactically in 36.5% of cases, definitely in 14.5%, and empirically in 49% of cases. In 36 patients (59.3%), the use of antibiotics was found to be reasonable, while in 24 patients, it was found to be irrational. (40.7%). when the status of counseling on infectious diseases an investigation; 23 Consultations with patients 37 Not one patient was contacted to an infectious disease specialist. It was noted that 98% of cases of Antibiotic use was unreasonable in people who had not been treated for infectious illnesses (p 0.0001). When compared to internal medicine units, where illogical antibiotic usage was significantly lower (n = 4, 16%), surgical units (n = 20, 61%) had much higher rates (p 0.0001). Cephalosporin's, beta-lactam/beta-lactamase inhibitors, quinolones, and carbapenems were the most often utilized antibiotics when taken as monotherapy, in that order. Carbapenems and piperacillin-tazobactam were the two medications most frequently utilized in pathogen-directed therapy. Consultation with an infectious disease specialist was a crucial factor in the wise use of antibiotics. Reviewing preventive measures, enhancing compliance with recommendations, and increasing the frequency of training provided by a hospital antibiotic use committee are significant when high rates of irrational antibiotic use in surgical units are taken into consideration.
这是我们国家最常见的一种广泛使用的药物,就像它们在世界范围内一样,它们经常以无关紧要的方式被消费。本研究对拥有245个床位的Al-Furat学术医疗中心的抗生素使用情况,采用点传播法调查其使用抗生素的原因是否合理。在2022年2月8日,我们使用特权点法对我们医院的患者进行抗生素使用评估。18岁以下的患者不包括在调查中。分析统计采用卡方检验和Fisher精确卡方检验。221例住院患者中有60例(27.2%)在我院使用抗生素。其中,33名(54.4%)患者在外科,27名(45.6%)患者在内科。预防性使用抗生素占36.5%,明确使用抗生素占14.5%,经验性使用抗生素占49%。合理使用抗生素36例(59.3%),不合理使用抗生素24例。(40.7%)。当对传染病的咨询情况进行调查;没有一个病人接触到传染病专家。值得注意的是,在未接受过传染病治疗的人群中,98%的抗生素使用是不合理的(p 0.0001)。与内科单位相比,内科单位的不合逻辑抗生素使用率明显较低(n = 4,16%),外科单位(n = 20,61%)的不合逻辑抗生素使用率要高得多(p 0.0001)。头孢菌素、β -内酰胺/ β -内酰胺酶抑制剂、喹诺酮类和碳青霉烯类是单药治疗中最常用的抗生素。碳青霉烯类和哌拉西林-他唑巴坦是病原体导向治疗中最常用的两种药物。咨询传染病专家是明智使用抗生素的关键因素。考虑到外科部门抗生素不合理使用的高比例,审查预防措施,加强对建议的遵守,以及增加医院抗生素使用委员会提供的培训频率是重要的。
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引用次数: 0
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International Journal of Research in Medical Sciences and Technology
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