3D reconstruction of medical images from slices automatically landmarked with growing neural models

In this study, we utilise a novel approach to segment out the ventricular system in a series of high resolution T1-weighted MR images. We present a brain ventricles fast reconstruction method. The method is based on the processing of brain sections and establishing a fixed number of landmarks onto those sections to reconstruct the ventricles 3D surface. Automated landmark extraction is accomplished through the use of the self-organising network, the growing neural gas (GNG), which is able to topographically map the low dimensionality of the network to the high dimensionality of the contour manifold without requiring a priori knowledge of the input space structure. Moreover, our GNG landmark method is tolerant to noise and eliminates outliers. Our method accelerates the classical surface reconstruction and filtering processes. The proposed method offers higher accuracy compared to methods with similar efficiency as Voxel Grid.

Growing global brands in foreign markets: A brand equity perspective. Impact of national culture on trademark registrations in emerging economy: Evidence from Russia. ACES Working Papers, August 2010

In this study we explore how firms deploy intellectual property assets (trademarks) in international context and the impact of cultural characteristics on such activities. Trademarks capture important elements of firm's brand-building efforts. Using growth model, a special case of hierarchical linear model, we demonstrate that that stock of trademarks in foreign market increase future trademark activity. Also, we explore the moderating roles of two cultural dimensions, individualism and masculinity, on such relationships. The findings indicated that firms from countries closer to host market (Russia) on individualism dimension tend to register more trademarks in host market. The opposite result is observed for masculinity dimension.

Who profits most from globalization? Policy Brief #2014/01

Globalization, understood as the economic, political and social interconnection of countries, leads to increased economic growth. On average, the more a country proceeds its interconnection with the rest of the world, the greater its economic growth will be. If real per capita gross domestic product (GDP) is chosen as the reference index for the economic benefits of globalization, Finland can point to the largest gain from globalization from 1990 to 2011. Ranked according to this perspective, Germany holds fourth place out of a total of 42 economies evaluated.

Profit in beekeeping : an explanation of what beekeeping is, what profits it holds for you and how to go about getting these returns from the honey bee.

Mode of access: Internet.

Profit in beekeeping : an explanation of what beekeeping is, what profits it holds for you and how to go about getting these returns from the honey bee.

Mode of access: Internet.

Natal, Cape of Good Hope. A grazing, agricultural, and cotton growing country. Comprising descriptions of this well-endowed colony, from the year 1575 to the present time,

Mode of access: Internet.

Flower growing, revised and adapted from the text of I. M. Bennett's "The flower garden",

Mode of access: Internet.