• Title/Summary/Keyword: CSF2

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Optimize KNN Algorithm for Cerebrospinal Fluid Cell Diseases

  • Soobia Saeed;Afnizanfaizal Abdullah;NZ Jhanjhi
    • International Journal of Computer Science & Network Security
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    • v.24 no.2
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    • pp.43-52
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    • 2024
  • Medical imaginings assume a important part in the analysis of tumors and cerebrospinal fluid (CSF) leak. Magnetic resonance imaging (MRI) is an image segmentation technology, which shows an angular sectional perspective of the body which provides convenience to medical specialists to examine the patients. The images generated by MRI are detailed, which enable medical specialists to identify affected areas to help them diagnose disease. MRI imaging is usually a basic part of diagnostic and treatment. In this research, we propose new techniques using the 4D-MRI image segmentation process to detect the brain tumor in the skull. We identify the issues related to the quality of cerebrum disease images or CSF leakage (discover fluid inside the brain). The aim of this research is to construct a framework that can identify cancer-damaged areas to be isolated from non-tumor. We use 4D image light field segmentation, which is followed by MATLAB modeling techniques, and measure the size of brain-damaged cells deep inside CSF. Data is usually collected from the support vector machine (SVM) tool using MATLAB's included K-Nearest Neighbor (KNN) algorithm. We propose a 4D light field tool (LFT) modulation method that can be used for the light editing field application. Depending on the input of the user, an objective evaluation of each ray is evaluated using the KNN to maintain the 4D frequency (redundancy). These light fields' approaches can help increase the efficiency of device segmentation and light field composite pipeline editing, as they minimize boundary artefacts.

Studies on Local Irritation of DA-3030, a new granulocyte colony stimulating factor (새로운 과립구 콜로니 자극인자(rhG-CSF) DA-3030의 국소자극성에 관한 연구)

  • 김옥진;안병옥;이순복;김원배;양중익
    • Biomolecules & Therapeutics
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    • v.2 no.3
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    • pp.247-255
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    • 1994
  • As a series of safety studies of DA-3030, a new rhO-CSF, its local irritancy was examined in the rabbits after the following treatment; application into the conjunctival sac of the eye(single), subcutaneous injection(single), intramuscular injection(single), and intravenous injection(8-day repeated). In addition, paravenous irritation of DA-3030 was investigated in mice. The results obtained were as follows. 1. In the result of ocular irritation test, 0.03% solution of DA-3030 could be considered as a non-irritating material. 2. The local irritation of DA-3030 by an injection of 0.5mι of its solution subcutaneously or intramuscularly was negligible and not so much different from that of saline. 3. In the vascular irritancy test, macro- and microscopic observations revealed that the irritating activity of DA-3030 in blood vessels was not different from that of saline when they were injected once a day into vein retroauricularis of rabbits for 8 days.4. The paravenous administration of DA-3030 did not induce any abnormal changes at injection sites except mild swelling in 1 mouse at 3 hours after injection which was thought to be due to slow absorption. The above-mentioned results suggest that DA-3030 has no irritating activity when injected through intravenous or subcutaneous route for clinical practice as 0.03% solution.

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The Role of Neuropeptide Y in the Central Regulation of Grass Intake in Sheep

  • Sunagawa, K.;Weisiger, R.S.;McKinley, M.J.;Purcell, B.S.;Thomson, C.;Burns, P.L.
    • Asian-Australasian Journal of Animal Sciences
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    • v.14 no.1
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    • pp.35-40
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    • 2001
  • The physiological role of brain neuropeptide Y (NPY) in the central regulation of grass intake in sheep was investigated through a continuous intracerebroventricular (ICV) infusion of NPY at a dose of $5{\mu}g/0.2ml/hr$ for 98.5 hours from day 1 to day 5. Sheep (n=5) were fed for 2 hours once a day, and water and 0.5 M NaCl solution were given ad libitum. Feed intake during ICV NPY infusion increased significantly compared to that during ICV artificial cerebrospinal fluid (CSF) infusion. Water and NaCl intake during ICV NPY infusion remained unchanged. Mean arterial blood pressure (MAP) and plasma osmolality during ICV NPY infusion were not significantly different from those during ICV CSF infusion. On the other hand, plasma glucose concentration during ICV NPY infusion increased significantly compared to that during ICV CSF infusion. The results suggest that brain NPY acts as a hunger factor in brain mechanisms controlling feeding to increase grass intake in sheep.

Aseptic Meningitis after a Lumbar Epidural Steroid Injection -A case report- (요부 경막외 스테로이드 주입 후 발생한 무균성 수막염 -증례 보고-)

  • Hwang, Byeong Mun;Leem, Jung Gil
    • The Korean Journal of Pain
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    • v.18 no.1
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    • pp.52-55
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    • 2005
  • Complications following a well conducted epidural steroid injection are rare. A 50-year-old man developed a headache and neck stiffness 2 days after a lumbar epidural steroid injection. Under the impression of aseptic meningitis, fluid and nonsteroidal anti-inflammatory drug therapy was started immediately after cerebrospinal fluid (CSF) sampling. The CSF was turbid, and revealed a white blood cell count, protein, glucose and pressure of $550/{\mu}l$ (98% lymphocyte), 107.9 mg/dl, 48 mg/dl (serum 113 mg/dl) and $17cmH_2O$, respectively. The CSF stain and culture, and antibody test and polymerase chain reaction for pathogens were negative. A computed tomography (CT) scan of the brain revealed no abnormality, and a chest roentgenogram and the results of the neurological examination were normal. Under the impression of aseptic meningitis, the condition was managed conservatively, without antibiotics. Seven days later, the clinical symptoms had improved, and the patient discharged.

A Study on the Critical Success Factors of Social Commerce through the Analysis of the Perception Gap between the Service Providers and the Users: Focused on Ticket Monster in Korea (서비스제공자와 사용자의 인식차이 분석을 통한 소셜커머스 핵심성공요인에 대한 연구: 한국의 티켓몬스터 중심으로)

  • Kim, Il Jung;Lee, Dae Chul;Lim, Gyoo Gun
    • Asia pacific journal of information systems
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    • v.24 no.2
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    • pp.211-232
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    • 2014
  • Recently, there is a growing interest toward social commerce using SNS(Social Networking Service), and the size of its market is also expanding due to popularization of smart phones, tablet PCs and other smart devices. Accordingly, various studies have been attempted but it is shown that most of the previous studies have been conducted from perspectives of the users. The purpose of this study is to derive user-centered CSF(Critical Success Factor) of social commerce from the previous studies and analyze the CSF perception gap between social commerce service providers and users. The CSF perception gap between two groups shows that there is a difference between ideal images the service providers hope for and the actual image the service users have on social commerce companies. This study provides effective improvement directions for social commerce companies by presenting current business problems and its solution plans. For this, This study selected Korea's representative social commerce business Ticket Monster, which is dominant in sales and staff size together with its excellent funding power through M&A by stock exchange with the US social commerce business Living Social with Amazon.com as a shareholder in August, 2011, as a target group of social commerce service provider. we have gathered questionnaires from both service providers and the users from October 22, 2012 until October 31, 2012 to conduct an empirical analysis. We surveyed 160 service providers of Ticket Monster We also surveyed 160 social commerce users who have experienced in using Ticket Monster service. Out of 320 surveys, 20 questionaries which were unfit or undependable were discarded. Consequently the remaining 300(service provider 150, user 150)were used for this empirical study. The statistics were analyzed using SPSS 12.0. Implications of the empirical analysis result of this study are as follows: First of all, There are order differences in the importance of social commerce CSF between two groups. While service providers regard Price Economic as the most important CSF influencing purchasing intention, the users regard 'Trust' as the most important CSF influencing purchasing intention. This means that the service providers have to utilize the unique strong point of social commerce which make the customers be trusted rathe than just focusing on selling product at a discounted price. It means that service Providers need to enhance effective communication skills by using SNS and play a vital role as a trusted adviser who provides curation services and explains the value of products through information filtering. Also, they need to pay attention to preventing consumer damages from deceptive and false advertising. service providers have to create the detailed reward system in case of a consumer damages caused by above problems. It can make strong ties with customers. Second, both service providers and users tend to consider that social commerce CSF influencing purchasing intention are Price Economic, Utility, Trust, and Word of Mouth Effect. Accordingly, it can be learned that users are expecting the benefit from the aspect of prices and economy when using social commerce, and service providers should be able to suggest the individualized discount benefit through diverse methods using social network service. Looking into it from the aspect of usefulness, service providers are required to get users to be cognizant of time-saving, efficiency, and convenience when they are using social commerce. Therefore, it is necessary to increase the usefulness of social commerce through the introduction of a new management strategy, such as intensification of search engine of the Website, facilitation in payment through shopping basket, and package distribution. Trust, as mentioned before, is the most important variable in consumers' mind, so it should definitely be managed for sustainable management. If the trust in social commerce should fall due to consumers' damage case due to false and puffery advertising forgeries, it could have a negative influence on the image of the social commerce industry in general. Instead of advertising with famous celebrities and using a bombastic amount of money on marketing expenses, the social commerce industry should be able to use the word of mouth effect between users by making use of the social network service, the major marketing method of initial social commerce. The word of mouth effect occurring from consumers' spontaneous self-marketer's duty performance can bring not only reduction effect in advertising cost to a service provider but it can also prepare the basis of discounted price suggestion to consumers; in this context, the word of mouth effect should be managed as the CSF of social commerce. Third, Trade safety was not derived as one of the CSF. Recently, with e-commerce like social commerce and Internet shopping increasing in a variety of methods, the importance of trade safety on the Internet also increases, but in this study result, trade safety wasn't evaluated as CSF of social commerce by both groups. This study judges that it's because both service provider groups and user group are perceiving that there is a reliable PG(Payment Gateway) which acts for e-payment of Internet transaction. Accordingly, it is understood that both two groups feel that social commerce can have a corporate identity by website and differentiation in products and services in sales, but don't feel a big difference by business in case of e-payment system. In other words, trade safety should be perceived as natural, basic universal service. Fourth, it's necessary that service providers should intensify the communication with users by making use of social network service which is the major marketing method of social commerce and should be able to use the word of mouth effect between users. The word of mouth effect occurring from consumers' spontaneous self- marketer's duty performance can bring not only reduction effect in advertising cost to a service provider but it can also prepare the basis of discounted price suggestion to consumers. in this context, it is judged that the word of mouth effect should be managed as CSF of social commerce. In this paper, the characteristics of social commerce are limited as five independent variables, however, if an additional study is proceeded with more various independent variables, more in-depth study results will be derived. In addition, this research targets social commerce service providers and the users, however, in the consideration of the fact that social commerce is a two-sided market, drawing CSF through an analysis of perception gap between social commerce service providers and its advertisement clients would be worth to be dealt with in a follow-up study.

Serum and Cerebrospinal Fluid(CSF) Nitric Oxide, Macrophage Inflammatory Protein-1 α and Lactoferrin Levels in Aseptic Meningitis (무균성 뇌수막염 환자의 뇌척수액과 혈청에서 Nitric Oxide, Macrophage Inflammatory Protein(MIP)-1α, Lactoferrin 값의 비교)

  • Seo, Young;Sim, Jung Yeon;Shim, Jae Won;Kim, Deok Su;Jung, Hye Lim;Park, Moon Soo
    • Clinical and Experimental Pediatrics
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    • v.48 no.1
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    • pp.48-54
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    • 2005
  • Purpose : The pathologic mechanisms of central nervous system(CNS) injuries in human meningitis are not yet completely understood. Recent studies indicate that the host inflammatory responses are as important in brain damage as the infecting organisms and toxins. There have been some reports on the relationship of nitric oxide(NO), macrophage inflammatory protein-$1{\alpha}$(MIP-$1{\alpha}$), and lactoferrin in bacterial meningitis, but few reports in aseptic meningitis. Thus, we investigated the concentrations of NO, MIP-$1{\alpha}$ and lactoferrin in cerebrospinal fluid(CSF) and serum of patients with aseptic meningitis and control subjects and evaluated their relationship with other parameters of meningitis. Methods : CSF and blood were obtained from 25 subjects with aseptic meningitis and 15 control subjects. After centrifugation, supernatants were stored at $-70^{\circ}C$ and we assayed the concentrations of NO, MIP-$1{\alpha}$ and lactoferrin with the ELISA method. There were no patients with neurologic sequelae after being recovered from aseptic meningitis. Results : Concentrations of CSF and serum NO, MIP-$1{\alpha}$ were not increased in aseptic meningitis subjects compared to control subjects. Concentration of CSF lactoferrin was significantly elevated in patients with aseptic meningitis and concentration of serum lactoferrin was significantly decreased in patients with aseptic meningitis compared with those in control subjects(P<0.05). CSF lactoferrin level was positively correlated with CSF WBC counts($r_s=0.449$, P=0.007), especially with neutrophil counts($r_s=0.574$, P<0.001) and CSF protein level($r_s=0.508$, P=0.002). Conclusion : Lactoferrin plays an important role in aseptic meningitis and may be released from neutrophils recruited from blood to the CSF through breakdown of blood-brain barrier. NO and MIP-$1{\alpha}$ may not be important factors in the pathogenesis of aseptic meningitis without neurologic sequelae.

A study for post-diagnostic lumbar puncture headache in children (소아에서 척수액 검사 후 발생한 두통에 대한 연구)

  • Jang, Gook Chan;Yang, Eun Seok;Moon, Kyung Rye;Park, Young Bong;Rho, Young Il
    • Clinical and Experimental Pediatrics
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    • v.50 no.8
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    • pp.761-766
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    • 2007
  • Purpose : Post-lumbar puncture headache is common complaint. A study of post-diagnostic lumbar puncture headache in children is rare. Various factors that might influence the occurrence of postdiagnostic lumbar puncture headache in children exist. The purpose of this prospective study was to assess the frequency and risk factors for post-diagnostic lumbar puncture headache in children. Methods : From March 2005 to February 2006, 44 patients with suspected meningitis were enrolled. Patients were received diagnostic lumbar puncture at the Chosun University Hospital, Gwangju, Korea. We evaluated age, sex, previous headache history, number of puncture attempts, volume of cerebrospinal fluid (CSF), pressure of CSF, cell count in CSF, final diagnosis, and the frequency and duration of headaches. Results : Of the 44 patients (mean age $7.36{\pm}2.04$, range 4-13 years), 16 patients (36.4%, male 13/33, 39.4%, female 3/11, 27.2%) had headache. The frequency of headaches was significantly higher in patients with previous headache history compare to those without previous headache history (P= 0.037). The mean of cell count of CSF was significantly higher in patients with post-lumbar puncture headache (P=0.012). The other factors did not influence the post-diagnostic lumbar puncture headache. Conclusion : Post-diagnostic lumbar puncture headache in children was more common than other studies. The factors that influence post-diagnostic lumbar puncture headache in children are previous headache history and cell count in CSF.

Effectiveness of Radionuclide Cisternography to Detect the Leakage Site of CSF in Spontaneous Intracranial Hypotension; Preliminary Report (자발성 두개강내 저뇌압증 환자의 뇌척수액 누출부위 진단에 방사성동위원소 뇌조조영술의 유효성: 예비결과 보고)

  • Kim, Seong-Min;Kim, Jae-Moon
    • Nuclear Medicine and Molecular Imaging
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    • v.40 no.3
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    • pp.148-154
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    • 2006
  • Purpose: Although radionuclide cisternography (RNC) is an useful study to detect cerebrospinal fluid (CSF) leakage in the patient with spontaneous intracranial hypotension (SIH), it sometimes fails to demonstrate the site of CSF leakage. The aim of the study is to improve the detection of leakage site of CSF and to reduce time for the study in RNC using modified protocol (m-RNC). Materials & methods : The study consists of 8 studies of 7 patients ($38{\pm}8$ years, M:F=2:5) with SIH, who underwent m-RNC following administration of 185-222 MBq of $^{99m}Tc$-DTPA into the lumbar subarachnoid space. Sequential images were obtained the whole spine with the head including urinary bladder at 10 minute, 30 minute, 1 hour, 2 hour, 4 hour and 6 hour. Radioactivity of extradural space and urinary bladder was evaluated. Results: Leakage site of CSF was identified in all 8 cases by m-RNC. Leakage site was cervicothoracic junction (CTJ, n=3), CTJ with C1-2 (n=2), CTJ with thoracic spine, thoracolumbar spine and lumbar spine (each n=1). All cases presented leakage sites within 1 hour and multiple sites, where CTJ was included in 6 cases. Only one case presented additional site in 6 hour image. Early radioactivity within the urinary bladder was noted in 6 cases, but that was fellowing after identification of the leakage site. Conclusion: Radionuclide cisternography is sensitive to detect the leakage site of CSF and is expected to improve the detection of CSF leakage site and reduce time for the study using modified protocol.

A Single Center Study of the Necessity for Routine Lumbar Puncture in Young Infants with Urinary Tract Infection (어린 영아의 요로 감염에서 관습적인 요추 천자의 필요성에 대한 단일 기관 연구)

  • Lee, Chang Ho;Lee, Kye Hyang
    • Pediatric Infection and Vaccine
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    • v.24 no.1
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    • pp.54-59
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    • 2017
  • Purpose: Urinary tract infection (UTI) is the most common serious bacterial infection in infants younger than 3 months of age. Lumbar puncture is routinely performed to evaluate febrile young infants for sepsis. However, there is no clear consensus on the use of routine lumbar puncture to diagnose concomitant meningitis in infants with UTI. We evaluated the prevalence of coexisting bacterial meningitis and sterile cerebrospinal fluid (CSF) pleocytosis in young infants with UTI. Methods: We retrospectively reviewed the medical records of 85 infants with UTI, aged from 29 to 99 days, who were admitted to Daegu Catholic University Medical Center from January 2013 to May 2016. We included 80 patients who had undergone lumbar puncture. Demographic features, clinical features, and laboratory findings were analyzed. Patients were divided into two groups based on the presence of sterile CSF pleocytosis and we compared these groups and assessed the differences between them. Results: Of the 80 UTI patients enrolled, 34 (43%) had sterile CSF pleocytosis. None had bacterial meningitis, and CSF polymerase chain reaction for enterovirus was positive in two patients without CSF pleocytosis. There were no significant differences between the two groups with regards to age, body temperature, peripheral white blood cell count, urinalysis, and duration of hospital stay. Conclusions: Though sterile CSF pleocytosis is common in young UTI patients, coexisting bacterial or viral meningitis is very rare. Indications for lumbar puncture in these patients depend on clinical condition.

Two cases of Listeria monocytogenes isolation from celebrospinal fluid (뇌척수액에서의 Listeria monocytogenes 분리 2예 보고)

  • Chong, Yun-Sop;Kim, Yoon-Chung;Kim, Byung-Soo;Yi, Kui-Nyung;Lee, Sam-Uel Y.
    • The Journal of the Korean Society for Microbiology
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    • v.13 no.1
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    • pp.1-5
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    • 1978
  • Listeria monocytogenes infection was considered a rather rare disease and occurs mostly either in newborn babies or in young children. However, there has been increasing reports of this infection in elderly person with various underlying disease. Recently we have experienced two cases of Listeria meningitis; one in a 4-year-old male with an acute lymphoblastic leukemia, and the other in a 43-year-old female with a breast cancer. Both were on various chemotherapeutic agents for their primary diseases when the organism, L. monocytogenes was found in their celebospinal fluid(CSF). The degree of CSF pleocytosis were quite different by cases. The former case showed a marked increase, $3,350/mm^3$, and the latter slight, $410/mm^3$, Both showed a slight decrease of CSF glucose ranging 39 to 43mg/100ml. It seems that a routine CSF analysis bears a limitted value in the diagnosis or Listeria meningitis. A direct smear of CSF with Gram's stain revealed gram-positive bacilli in one case, but none in the other. Bacterial culture of CSF yielded plenty colonies in one case, but a few in the other. It seems that isolation of L. monocytogenes must not be considered very easy, and a negative direct smear does not necessarily mean a negative culture. The two isolates we obtained showed the typical cultural and biochemical characteristics of L. monocytogenes and were found to belong to serotypes 1b and 4b. It was our experience that the identification of this organism was not very much matter because of its distinct characteristics, but the most important matter was how to think of the possibility of this organism at the begining. The two isolates were both susceptible to cephalothin, chloramphenicol, erythromycin, tetracycline and gentamicin; intermediate to ampicillin, penicillin and kanamycin; and resistant to cloxacillin.

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