13 research outputs found

    Reduction of Computation Cost in libSVM Using String Kernel Functions

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    The goal of this thesis was to implement four string functions into the library libSVM . Then apply series of tests with variable parameters values affecting the individual string functions using the library and string functions. Using the results of experiments the speed and success of clasification of my implementation of string functions in library libSVM was compared with the implementation of string functions in program kernels . In this thesis there are also described procedures of all tests along with measured data and their graphical representation

    Feeding indices illustrate selection or avoidance of host species by Glossina swynnertoni and G. pallidipes.

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    <p>Feeding indices by species and study site on a log scale. Graded colours show the feeding index at each of 6 study sites. Values above 1 indicate a host is selected, values below 1 indicate a host is avoided, by (a) <i>G</i>. <i>swynnertoni</i> and (b) <i>G</i>. <i>pallidipes</i>. Stars indicate significance at p<0.05.</p

    Wildlife hosts identified in bloodmeal samples.

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    <p>The graphs show the percentage of bloodmeals identified per species, out of the total identified samples for (a) <i>Glossina swynnertoni</i> and (b) <i>G</i>. <i>pallidipes</i>. The number of samples identified as each species is shown (n), out of a total of 220 and 46 samples identified for <i>G</i>. <i>swynnertoni</i> and <i>G</i>. <i>pallidipes</i>, respectively. Error bars show 95% binomial confidence intervals.</p

    Sensitive and less invasive confirmatory diagnosis of visceral leishmaniasis in Sudan using loop-mediated isothermal amplification (LAMP)

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    <div><p>Background</p><p>Confirmatory diagnosis of visceral leishmaniasis (VL), as well as diagnosis of relapses and test of cure, usually requires examination by microscopy of samples collected by invasive means, such as splenic, bone marrow or lymph node aspirates. This causes discomfort to patients, with risks of bleeding and iatrogenic infections, and requires technical expertise. Molecular tests have great potential for diagnosis of VL using peripheral blood, but require well-equipped facilities and trained personnel. More user-friendly, and field-amenable options are therefore needed. One method that could meet these requirements is loop-mediated isothermal amplification (LAMP) using the Loopamp <i>Leishmania</i> Detection Kit, which comes as dried down reagents that can be stored at room temperature, and allows simple visualization of results.</p><p>Methodology/Principal findings</p><p>The Loopamp <i>Leishmania</i> Detection Kit (Eiken Chemical Co., Japan), was evaluated in the diagnosis of VL in Sudan. A total of 198 VL suspects were tested by microscopy of lymph node aspirates (the reference test), direct agglutination test-DAT (in house production) and rK28 antigen-based rapid diagnostic test (OnSite <i>Leishmania</i> rK39-Plus, CTK Biotech, USA). LAMP was performed on peripheral blood (whole blood and buffy coat) previously processed by: i) a direct boil and spin method, and ii) the QIAamp DNA Mini Kit (QIAgen). Ninety seven of the VL suspects were confirmed as cases by microscopy of lymph node aspirates. The sensitivity and specificity for each of the tests were: rK28 RDT 98.81% and 100%; DAT 88.10% and 78.22%; LAMP-boil and spin 97.65% and 99.01%; LAMP-QIAgen 100% and 99.01%.</p><p>Conclusions/Significance</p><p>Due to its simplicity and high sensitivity, rK28 RDT can be used first in the diagnostic algorithm for primary VL diagnosis, the excellent performance of LAMP using peripheral blood indicates that it can be also included in the algorithm for diagnosis of VL as a simple test when parasitological confirmatory diagnosis is required in settings that are lower than the reference laboratory, avoiding the need for invasive lymph node aspiration.</p></div

    Map of study sites in Serengeti National Park, Tanzania.

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    <p>The map shows an outline of the protected area boundaries of Serengeti National Park (SNP), Grumeti, Ikorongo and Maswa Game Reserves (GR) and Ngorongoro Conservation Area (NCA), within Northern Tanzania.</p
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