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利用機率式神經纖維追蹤術量測大腦小世界網路參數的重現性 / The Reproducibility on the Estimation of Brain Small World Metrics using Probabilistic Diffusion Tractography王煒平, Wang, Wei Ping Unknown Date (has links)
擴散權重影像與神經纖維追蹤可以用來探討腦區域之間的連結性,目前透過網路分析方式已經證實腦網路是有小世界的特性,最近也有研究不同受試者或者是病人之間的網路連結量測集中程度,但是擴散權重影像所運算出來的網路參數中間要經過很多步驟,這些中間步驟可能會影響到網路參數。所以有必要對於量測網路參數的受試者間變異性和重複量測重現性進行研究。本研究的目標是利用機率式神經纖維追蹤術量測大腦網路參數的重現性,探討三個會影響計算網路參數的重現性的變因,分別是,路徑定義方式、有無損耗正規化、受試者群體的網路連結篩選機制。變異係數定義(Coefficient of Variance, CV)為標準差除以平均值,分別計算二次量測之間的變異係數(CVwithin),以及受試者之間的變異係數(CVbetween),另外也計算組內相關係數(Intraclass correlation coefficient, ICC)。
掃描30受試者(15男,15女,年齡20~26)。每人掃描二次,並利用機率式神經纖維追蹤術計算網路連結,網路節點則是使用AAL標準模板定義的節點。若使用Wij = 1 – Pij定義長度,三項網路參數(區域效率、全域效率及損耗)重現性皆可接受(CVwithin<1.08%, CVwithin ≤ 10% and ICC > 0.7)。如果使用Wij=1/Pij定義長度,其損耗的CVwithin相較於Wij = 1 – Pij的大。如果長度的全距大,區域效率會不尋常地增加。如果二次掃描分別實施連結篩選,全域效率的CVwithin會較大。
本研究探討不同的網路建構方式將會影響測試內重現度,不同的研究團隊,縱使是採用相同的受試者群體和相同的儀器,所發表出來的網路參數可能會因為纖維追蹤術造成的誤差而不一致,因此實驗必須謹慎的分析資料以及闡述結果。 / Diffusion tensor imaging (DTI) with associate tractography can be used to access the connectivity of cortical regions in brain. Network analysis applied to connectivity matrix has demonstrated that brain has small world property. Recent studies also use network analysis to study the variation of concentricity among different group of subjects and patients. However the estimation of network metrics from DTI takes sophisticated processing steps. These intermediate steps may influence the estimation of network metric. It is therefore needed to investigate the potential variation of estimated network metrics using reproducibility test. The goal is to study the reproducibility of network properties derived from diffusion connectivity matrix constructed using probabilistic tractography. The effects of three factors on the reproducibility of network metrics estimation were studied. They are definition of path lengths of network matrix, path with and without cost normalization, the application of threshold to subjects groups. Coefficient of Variation (CV) defined as standard deviation divided by mean is used to test the intra-session (CVwithin) and inter subject (CVbetween) variability. Intra-class correlation coefficient (ICC) was also calculated.
Images were acquired from 30 healthy participants (15 male, 15 female, aged 20-26 years). Each subject was scanned twice, denoted as N1 and N2. Probabilistic tractography was performed to mapping of cortico-cortical anatomical connections between regions defined from an anatomical atlas. All three of the tested network metrics (local efficiency, global efficiency and cost) were identified as acceptable (CVwithin < 1.08%, CVwithin ≤ 10% and ICC > 0.7) using path length defined as Wij = 1 – Pij. When the path length is defined as Wij = 1/Pij, cost showed higher CVwithin compared to Wij = 1 – Pij. It is unusual that local efficiency increase when the range of path length of edges is large. Global efficiency showed higher CVwithin as threshold is applied to N1 and N2 separately compared to both scans together.
The present study revealed that different ways to construct cortical network had an effect on intra-session reproducibility. Our study also showed that despite evaluation of identical subjects using the same MRI system, variation of network metrics may be found by different research groups due to the potential errors from tractography. Replication of the experiment need to be carefully analyzed and interpreted.
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The impact of South African automotive policy changes on the domestic leather industryKhan, Faizal 11 1900 (has links)
The South African leather industry has undergone a significant transformation since
the 1990’s and this can be attributed primarily owing to two major factors that
occurred. The first being trade liberalisation, which meant the fall of trade barriers,
and the second being the Motor Industry Development Programme (MIDP), which
was implemented in South Africa on 1 September 1995. The MIDP was implemented
in the context of the country’s political and economic liberalisation, and the major
structural shift in government policy and the trade regime.
South Africa became much more globally integrated and the South African leather
industry benefited because of this, as well as the incentives that was offered under
the MIDP. Automotive exports of stitched leather seat parts responded positively to
the incentives offered under the MIDP and stitched leather seat parts, as a
component under the MIDP, became one of the best performing components being
exported from South Africa.
The MIDP had been terminated at the end of 2012 and is now being followed by
government’s latest rendition of automotive policy, namely the Automotive
Production and Development Programme (APDP). The APDP focuses on value
addition, which pursues beneficiation of the country’s raw materials to the final
stages, to ensure maximum benefit to the South African economy. The findings of
the study entail that the South African leather industry is now in a vulnerable state
because of the new automotive policy. This is mainly because the APDP does not
provide the same level, or type, of incentives that the MIDP had provided to the
industry. / Business Management / M. Com. (Business Management)
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New Algorithms for Local and Global Fiber Tractography in Diffusion-Weighted Magnetic Resonance ImagingSchomburg, Helen 29 September 2017 (has links)
No description available.
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Export involvement processes employed by small businesses requiring government support in the City of TshwaneNgwenya, Zandile Charmaine 11 1900 (has links)
Small Businesses (SBs) in the city of Tshwane increasingly engage in export activities due to higher growth rates. The South African government recognises the significance of SBs, resulting in support programmes to increase involvement in export markets. However, SBs still face export challenges from internal and external sources.
This study explored export involvement processes of SBs in the City of Tshwane. 20 participants took part in a qualitative data collection method using observation and semi-structured interviews. Atlas.ti software was used to analyse the data.
Findings suggest that SBs are confronted with varying constraints affecting commitment in export involvement processes. Low levels of awareness and participation in export programmes make it difficult to determine their contribution to the export involvement of SBs.
Recommendations are for an evaluation of government export programmes accompanied by export education and training programmes to ensure that SBs achieve desirable outcome of export involvement in various export markets. / Business Management / M. Com. (Business Management)
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Características do envolvimento do Sistema Nervoso Central na Polirradiculoneuropatia Inflamatória Desmielinizante Crônica: um estudo mediante técnicas quantitativas de Imagem por Ressonância Magnética / Characteristics of involvement of the central nervous system in chronic inflammatory demyelinating polyneuropathy: a quantitative magnetic resonance imaging study.Carmo, Samuel Sullivan 27 June 2014 (has links)
A polineuropatia inflamatória desmielinizante crônica (PIDC) é uma síndrome caracterizada fundamentalmente pela disfunção do Sistema Nervoso Periférico e que afeta muito a qualidade de vida dos pacientes. O envolvimento da PIDC com o Sistema Nervoso Central tem sido descrito, maiormente como sendo subclínico, porém não há estudos sobre a caracterização deste envolvimento de uma forma ampla e quantitativa. Avaliamos 11 pacientes com PIDC, todos tratados e sem sinais clínicos de alterações centrais, e 11 controles, pareados em gênero e faixa etária de 19 a 69 anos. Foram adquiridas neuroimagens em uma máquina de Ressonância Magnética de alto campo (3T) usando diferentes técnicas de imagens; volumétricas ponderadas em T1, volumétricas de inversão e recuperação com atenuação de fluidos e ponderadas em T2, relaxométricas de cinco ecos para mapas de T2, de transferência de magnetização e por tensor de difusão. As imagens foram processadas em diferentes ferramentas computacionais e foram obtidos resultados para estudos da difusibilidade, volumetria, morfometria, tratometria e conectividade cerebral, além de achados radiológicos para os pacientes. As análises de grupos foram executadas por; 1) testes paramétricos monocaudais de duas amostras pareadas para os resultados da volumetria, da tratometria e conectividade cerebral; 2) mapeamento estatístico paramétrico para os resultados da morfometria baseada em voxel e; 3) estatística espacial baseada em tratos para os resultados da difusibilidade. Foram detectas alterações em todas as comparações. Os principais achados indicam um envolvimento possivelmente caracterizado por uma perda volumétrica encefálica generalizada, sobretudo nas regiões periventriculares associadas a ventrículos proeminentes acrescido de, um aumento da difusibilidade transversa e oblíqua nos maiores tratos de substância branca e, também há uma perda de densidade na substância branca periventricular e um aumento na substância cinzenta em uma região que sinaliza para o espessamento trigeminal bilateral e, uma redução geral da conectividade cerebral estrutural. / Chronic Inflammatory Demyelinating Polyneuropathy (CIDP) is a severe disease fundamentally characterized by dysfunction of the Peripheral Nervous System and affects greatly the quality of life of patients. The Central Nervous System (CNS) involvement in CIDP has not been described using recent quantitative neuroimaging techniques. We evaluated 11 patients with CIDP, all treated and without clinical signs of central alterations and 11 controls matched for gender and age group of 19 to 69 years. Magnetic Resonance Imaging were performed on a 3T scanner using different imaging techniques; structural 3D T1-weighted, fluid-attenuated inversion recovery, relaxometry with 5 echoes pulse sequence for T2 maps, magnetization transfer weighted and diffusion tensor imaging. The images were processed on different tools and were obtained results for the studies of diffusivity, volumetry, morphometry, tractometry, brain connectivity, and radiological findings of patients. Different statistical group analyses were performed in the quantitative results: 1) Parametric test for volumetry, tractometry and brain connectivity; 2) Parametric mapping for voxel morphometry; 3) Tract-based spatial statistics (TBSS) for diffusion coefficients. Changes were detected in all comparisons. In the patients, our main findings are: generalized loss brain volume more pronounced in periventricular regions associated with prominent ventricles, increased simultaneously perpendiculars and parallel diffusivity in the major tracts of the TBSS analyze, white matter density loss in the periventricular area, some bilateral trigeminal thickening, and general reduction of the brain connectivity. The CIDP affects the global brain and represents a demyelination in the CNS.
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Características do envolvimento do Sistema Nervoso Central na Polirradiculoneuropatia Inflamatória Desmielinizante Crônica: um estudo mediante técnicas quantitativas de Imagem por Ressonância Magnética / Characteristics of involvement of the central nervous system in chronic inflammatory demyelinating polyneuropathy: a quantitative magnetic resonance imaging study.Samuel Sullivan Carmo 27 June 2014 (has links)
A polineuropatia inflamatória desmielinizante crônica (PIDC) é uma síndrome caracterizada fundamentalmente pela disfunção do Sistema Nervoso Periférico e que afeta muito a qualidade de vida dos pacientes. O envolvimento da PIDC com o Sistema Nervoso Central tem sido descrito, maiormente como sendo subclínico, porém não há estudos sobre a caracterização deste envolvimento de uma forma ampla e quantitativa. Avaliamos 11 pacientes com PIDC, todos tratados e sem sinais clínicos de alterações centrais, e 11 controles, pareados em gênero e faixa etária de 19 a 69 anos. Foram adquiridas neuroimagens em uma máquina de Ressonância Magnética de alto campo (3T) usando diferentes técnicas de imagens; volumétricas ponderadas em T1, volumétricas de inversão e recuperação com atenuação de fluidos e ponderadas em T2, relaxométricas de cinco ecos para mapas de T2, de transferência de magnetização e por tensor de difusão. As imagens foram processadas em diferentes ferramentas computacionais e foram obtidos resultados para estudos da difusibilidade, volumetria, morfometria, tratometria e conectividade cerebral, além de achados radiológicos para os pacientes. As análises de grupos foram executadas por; 1) testes paramétricos monocaudais de duas amostras pareadas para os resultados da volumetria, da tratometria e conectividade cerebral; 2) mapeamento estatístico paramétrico para os resultados da morfometria baseada em voxel e; 3) estatística espacial baseada em tratos para os resultados da difusibilidade. Foram detectas alterações em todas as comparações. Os principais achados indicam um envolvimento possivelmente caracterizado por uma perda volumétrica encefálica generalizada, sobretudo nas regiões periventriculares associadas a ventrículos proeminentes acrescido de, um aumento da difusibilidade transversa e oblíqua nos maiores tratos de substância branca e, também há uma perda de densidade na substância branca periventricular e um aumento na substância cinzenta em uma região que sinaliza para o espessamento trigeminal bilateral e, uma redução geral da conectividade cerebral estrutural. / Chronic Inflammatory Demyelinating Polyneuropathy (CIDP) is a severe disease fundamentally characterized by dysfunction of the Peripheral Nervous System and affects greatly the quality of life of patients. The Central Nervous System (CNS) involvement in CIDP has not been described using recent quantitative neuroimaging techniques. We evaluated 11 patients with CIDP, all treated and without clinical signs of central alterations and 11 controls matched for gender and age group of 19 to 69 years. Magnetic Resonance Imaging were performed on a 3T scanner using different imaging techniques; structural 3D T1-weighted, fluid-attenuated inversion recovery, relaxometry with 5 echoes pulse sequence for T2 maps, magnetization transfer weighted and diffusion tensor imaging. The images were processed on different tools and were obtained results for the studies of diffusivity, volumetry, morphometry, tractometry, brain connectivity, and radiological findings of patients. Different statistical group analyses were performed in the quantitative results: 1) Parametric test for volumetry, tractometry and brain connectivity; 2) Parametric mapping for voxel morphometry; 3) Tract-based spatial statistics (TBSS) for diffusion coefficients. Changes were detected in all comparisons. In the patients, our main findings are: generalized loss brain volume more pronounced in periventricular regions associated with prominent ventricles, increased simultaneously perpendiculars and parallel diffusivity in the major tracts of the TBSS analyze, white matter density loss in the periventricular area, some bilateral trigeminal thickening, and general reduction of the brain connectivity. The CIDP affects the global brain and represents a demyelination in the CNS.
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