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Query: EC:4.1.1.6 (
CAD
)
4,420
document(s) hit in 31,850,051 MEDLINE articles (0.00 seconds)
The authors are developing a computerized pulmonary vessel segmentation method for a computer-aided pulmonary embolism (PE) detection system on computed tomographic pulmonary angiography (CTPA) images. Because PE only occurs inside pulmonary arteries, an automatic and accurate segmentation of the pulmonary vessels in 3D CTPA images is an essential step for the PE
CAD
system. To segment the pulmonary vessels within the lung, the lung regions are first extracted using expectation-maximization (EM) analysis and morphological operations. The authors developed a 3D multiscale filtering technique to enhance the pulmonary vascular structures based on the analysis of eigenvalues of the Hessian matrix at multiple scales. A new response function of the filter was designed to enhance all vascular structures including the vessel bifurcations and suppress nonvessel structures such as the
lymphoid
tissues surrounding the vessels. An EM estimation is then used to segment the vascular structures by extracting the high response voxels at each scale. The vessel tree is finally reconstructed by integrating the segmented vessels at all scales based on a "connected component" analysis. Two CTPA cases containing PEs were used to evaluate the performance of the system. One of these two cases also contained pleural effusion disease. Two experienced thoracic radiologists provided the gold standard of pulmonary vessels including both arteries and veins by manually tracking the arterial tree and marking the center of the vessels using a computer graphical user interface. The accuracy of vessel tree segmentation was evaluated by the percentage of the "gold standard" vessel center points overlapping with the segmented vessels. The results show that 96.2% (2398/2494) and 96.3% (1910/1984) of the manually marked center points in the arteries overlapped with segmented vessels for the case without and with other lung diseases. For the manually marked center points in all vessels including arteries and veins, the segmentation accuracy are 97.0% (4546/4689) and 93.8% (4439/4732) for the cases without and with other lung diseases, respectively. Because of the lack of ground truth for the vessels, in addition to quantitative evaluation of the vessel segmentation performance, visual inspection was conducted to evaluate the segmentation. The results demonstrate that vessel segmentation using our method can extract the pulmonary vessels accurately and is not degraded by PE occlusion to the vessels in these test cases.
...
PMID:Automatic multiscale enhancement and segmentation of pulmonary vessels in CT pulmonary angiography images for CAD applications. 1819 82
In variant Creutzfeldt-Jakob disease, prions (PrP(Sc)) enter the body with contaminated foodstuffs and can spread from the intestinal entry site to the central nervous system (CNS) by intercellular transfer from the
lymphoid
system to the peripheral nervous system (PNS). Although several means and different cell types have been proposed to have a role, the mechanism of cell-to-cell spreading remains elusive. Tunnelling nanotubes (TNTs) have been identified between cells, both in vitro and in vivo, and may represent a conserved means of cell-to-cell communication. Here we show that TNTs allow transfer of exogenous and endogenous PrP(Sc) between infected and naive neuronal
CAD
cells. Significantly, transfer of endogenous PrP(Sc) aggregates was detected exclusively when cells chronically infected with the 139A mouse prion strain were connected to mouse
CAD
cells by means of TNTs, identifying TNTs as an efficient route for PrP(Sc) spreading in neuronal cells. In addition, we detected the transfer of labelled PrP(Sc) from bone marrow-derived dendritic cells to primary neurons connected through TNTs. Because dendritic cells can interact with peripheral neurons in
lymphoid
organs, TNT-mediated intercellular transfer would allow neurons to transport prions retrogradely to the CNS. We therefore propose that TNTs are involved in the spreading of PrP(Sc) within neurons in the CNS and from the peripheral site of entry to the PNS by neuroimmune interactions with dendritic cells.
...
PMID:Prions hijack tunnelling nanotubes for intercellular spread. 1925 67