• Title/Summary/Keyword: ML techniques

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Cauda Equina Syndrome following Caudal Anesthesia in a Patient with Metastatic Spine Tumor -A case report- (척추 암전이 환자에서 미추마취후 발생한 마미증후군 -증례 보고-)

  • Lee, Jun-Hak;Park, Seung-Hee;Lee, Ki-Nam;Moon, Jun-Il
    • The Korean Journal of Pain
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    • v.10 no.1
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    • pp.134-137
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    • 1997
  • We report a case of cauda equine syndrome following caudal anesthesia possibly caused by metastatic spine tumor. Male, 80-year-old, who had prostatic carcinoma with $L_3$ and $L_4$ spine metastasis was scheduled for bilateral orchiectomy. Twenty two-gauge needle was introduced at sacral hiatus and 15 ml of 2% lidocaine administered. The next morning, patient complained of perineal numbness and urination difficulty. During the next several day patient had episodes of fecal incontinence and motor weakness on both lower extremities. This case reminded us that neuroaxial blocks such as spinal, epidural and caudal anesthesia, should be used with extreme care in patients having neoplasm with high incidence of spine metastasis.

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The Aneurysmal Subarachnoid Hemorrhage following Stellate Ganglion Block -A case report- (성상신경절 차단후 발생한 동맥류성 지주막하출혈 -증례 보고-)

  • Choi, In-Joo;Chang, Won-Young;Yoon, So-Young;Kim, Kyung-Bae
    • The Korean Journal of Pain
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    • v.10 no.1
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    • pp.121-123
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    • 1997
  • Stellate ganglion block(SGB) is frequently performed to relieve a patient from headache of various. We experienced a rare case of subarachnoid hemorrhage by aneurysmal rupture after SGB. A 46-year-old female patient diagnosed with tension headache, and normal MRI finding consulted our pain clinic. We performed right SGB in combination with greater occipital nerve block. The next day, we performed left SGB with 6 ml of 0.25% bupivacaine. She had no evidence of subarachnoid block or intravascular injection. 15 minutes after injection, she abruptly developed convulsion and loss of consciousness. She was given artificial respiration with oxygen. The diagnosis of ruptured left posterior communicating aneurysm was confirmed by 4-vessels angiography.

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Accidental Subdural Catheterization for Epidural Neurolysis with Phenol -A case report- (경막외 페놀 신경 차단시 우연히 발생한 경막하 카테터 거치예)

  • Lim, Kyung-Im;Kim, Seok-Hong
    • The Korean Journal of Pain
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    • v.11 no.1
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    • pp.155-159
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    • 1998
  • Epidural neurolysis with phenol has appeared in literature since 1960. Complications due to accidental subdural block is a rare and unexpected sensory and/or motor disturbance, but it does occur. A 74 years old woman had postherpectic neuralgia for 3 weeks and VAS score of 10. She was treated with intercostal nerve block and intravenous infusion of lidocaine for 7 days and VAS score decreased to 6. To proceed further, we decided to perform epidural neurolysis with 4% phenol 1.5 ml. During thoracic epidural catherization, we encountered unexpected subdural catheterization in subdurographic finding, but we could not precisely rule out subdural catheterization. We had to check CT for exact location of catheter tip. We then performed subdural neurolysis with phenol. This procedure reduced VAS score to between 3 and 4, and we removed the catheter. She had no complication.

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The Effect of Epidural Dexamethasone after Lumbar Epidural Anesthesia (요부 경막외마취 후 경막외강으로 투여한 Dexamethasone의 효과)

  • Kim, Dong-Hee;Kim, Tae-Jin
    • The Korean Journal of Pain
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    • v.11 no.1
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    • pp.65-68
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    • 1998
  • Background: Epidural steroid injection(ESI) is often adminstered to treat lower back pain, but its effect iveness on postepidural backache have not yet been determined. Methods: Sixty patients scheduled for cesarean section under epidural anesthesia were randomly assigned to receive, 1 ml of normal saline(Group 1), or 5 mg of dexamethasone (Group 2), epidurally via indwelling catheter after delivery. Results: The incidences of postepidural backache occured significantly more often in Group 1(56.7%) than in Group 2(26.7%)(P<0.05). There was a significant association between postepidural backache and multiple attempts at epidural needle placement. Conclusion: Epidural dexamethasone has a preventive effect on postepidural backache.

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Long run ambient noise recording for a masonry medieval tower

  • Casciati, S.;Tento, A.;Marcellini, A.;Daminelli, R.
    • Smart Structures and Systems
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    • v.14 no.3
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    • pp.367-376
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    • 2014
  • Ambient vibration techniques are nowadays a very popular tool to assess dynamic properties of buildings. Due to its non destructive character, this method is particularly valuable, especially for health monitoring of historical monuments. The present ambient vibration experiment consists on the evaluation of vibration modes of a Medieval tower. Situated in Soncino (close to Cremona, in the Northern Italian region named Lombardia), the tower of 41.5 meters height has been monitored by seismometers located at different points inside the structure. Spectral ratios of the recorded ambient vibrations clearly identify a fundamental mode at about 1 Hz, with a slight difference in the two horizontal components. A second mode is also evidenced at approx 4-5 Hz, with a moderate degree of uncertainty. The records of a ML 4.4 earthquake, occurred during the monitoring period, confirm the information obtained by microtremor analysis. Daily variations of both 1st and 2nd mode were detected: these variations, of an amount up to 2%, seem to be well related with the temperature.

Performance Comparison of Decision Trees of J48 and Reduced-Error Pruning

  • Jin, Hoon;Jung, Yong Gyu
    • International journal of advanced smart convergence
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    • v.5 no.1
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    • pp.30-33
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    • 2016
  • With the advent of big data, data mining is more increasingly utilized in various decision-making fields by extracting hidden and meaningful information from large amounts of data. Even as exponential increase of the request of unrevealing the hidden meaning behind data, it becomes more and more important to decide to select which data mining algorithm and how to use it. There are several mainly used data mining algorithms in biology and clinics highlighted; Logistic regression, Neural networks, Supportvector machine, and variety of statistical techniques. In this paper it is attempted to compare the classification performance of an exemplary algorithm J48 and REPTree of ML algorithms. It is confirmed that more accurate classification algorithm is provided by the performance comparison results. More accurate prediction is possible with the algorithm for the goal of experiment. Based on this, it is expected to be relatively difficult visually detailed classification and distinction.

Inhibitory Activity of Plant Extracts on Matrix Metalloproteinase-2 (식물추출물의 Matrix Metalloproteinase-2에 대한 저해활성)

  • Lee, Sang-Myung;Chun, Hyo-Kon;Lee, Ho-Jae;Lee, Choong-Hwan;Kim, Jin-Hee;Kho, Yung-Hee
    • Korean Journal of Pharmacognosy
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    • v.33 no.2 s.129
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    • pp.137-143
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    • 2002
  • The inhibitory effects of methanol extracts of 165 medicinal herbs on matrix metalloproteinase-2 (MMP-2) activity were investigated. Amongst the herbal extracts, Youngia denticulate, Platycarya strobilacea, Sedum kamtschaticum, Euscaphis japonica, and Comus controversa showed a significant inhibitory effect with above 80% at $1\;{\mu}g/ml$. Above mentioned five kind extracts, which exclude polyphenols and/or tannin by techniques for their removal, showed a mild inhibitory effect on MMP-2 activity except for Y. denticulate at the same concentration.

Mass Production of Sand Dune Plant, Vitex rotundifolia via Micropropagation

  • Park, Hye-Jeong;Min, Byeong-Mee;Cha, Hyeon-Cheol
    • Journal of Plant Biotechnology
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    • v.6 no.3
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    • pp.165-169
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    • 2004
  • The fruits of Vitex rotundifolia in Korea, known as 'Man Hyung Ja', occupy an important position as traditional oriental medicine in Asian countries. It is known that propagation of this plant by seed is difficult and time-consuming with little success. Attempts were made to develop a method by using nodal culture techniques. Explants of stem node without leaves cultured on Nitsch medium containing 1 ml/L BA, gave the best shoot induction ratio. Also, BA with IAA or TDZ treatment showed positive effect on shoot induction. Half-strength Nitsch medium was supplemented with 0.5 mg/L NAA produced better success than did the others on root formation. It showed that many of the regenerants grew successfully on growth chamber at $24^{\circ}c$.

Vertical Diffusion of Ammonia Into Amorphous Ice Sturcture

  • Kim, Yeong-Sun;Mun, Ui-Seong;Gang, Heon
    • Proceedings of the Korean Vacuum Society Conference
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    • 2012.02a
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    • pp.280-280
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    • 2012
  • We examined ammonia diffusion on the surface of amorphous ice film through the measurement of decreasing residual quantity of $NH_3$ molecules compared to $H_2O$. The populations of $NH_3$ molecules on the surface of amorphous ice were monitored by using the techniques of temperature programmed reactive ion scattering (TPRIS) method. The ratio of intensity between ammonia and water was examined as a function of time at controlled temperature. When ammonia molecules were externally added onto an ice film at a temperature of 80 K, ammonia coverage with regard to ice was 0.12-0.16 ML. The intensity of ammonia molecules on the surface of ice decreased as time increased and the extent of decreased intensity of ammonia increased as controlled temperature increased. Moreover, energy barrier was estimated to be $51kJmol^{-1}$ on amorphous ice film. The results of the experiment indicate that ammonia molecules have a property of vertical diffusion into amorphous ice and the energy barrier of ammonia diffusion into bulk of ice is higher than that of hydrogen bonding.

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The Preparation of Crystalline Mannobiose from Brown Copra Meal Using the Enzyme System and Yeast Fermentation

  • Park, Gwi-Gun;Chang, Hak-Gil
    • Journal of Microbiology and Biotechnology
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    • v.3 no.3
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    • pp.194-198
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    • 1993
  • ${\beta}-1$, 4-Mannobiose was prepared by the enzymatic hydrolysis of brown copra meal and the subsequent elimination of mono-saccharides from the resultant hydrolysate with a yeast. The enzyme system hydrolyzed brown copra meal and produced monosaccharides and $\beta$-1, 4-mannobiose without other oligomers at the final stage of the reaction. Brown copra meal (30 g) was hydrolyzed at $50^{\circ}^C$ and pH 5 for 48 hr with the crude enzyme solution (300 ml) from Penicillium purpurogenum. By the elimination of monosaccharides from the hydrolysis products with a yeast (Candida parapsilosis var. komabaensis k-75), 5.2 g of crystalline mannobiose was obtained without the use of chromatographic techniques. After 50 hours of yeast cultivation, the total sugar content fell from 3.5% to 2.4%, and the average degree of polymerization rose from 1.8 to 2.2.

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