background: investment in science is vital for the development and well-being of societies. this study aims to assess the scientific productivity of countries by quantifying their publication of systematic reviews taking the gross national income per capita (gnipc) into account. methods: medline and isi web of science were searched for systematic reviews published between 1st january 2006 and 3...

Multilayer Neural Networks trained with the backpropa gation algorithm constitute the best example of a successful Gradient Based Learning technique Given an appropriate network architecture Gradient Based Learning algorithms can be used to synthesize a complex decision surface that can classify high dimensional patterns such as handwritten char acters with minimal preprocessing This paper revi...

The technical challenges of scaling websites with large and growing member bases, like social networking sites, are numerous. One of these challenges is how to evenly distribute the growing member base across all available resources. This paper will explore various methods that address this issue. The techniques used in this paper can be generalized and applied to various other problems that ne...

OBJECTIVE AND BACKGROUND Spirometry is recommended for the diagnosis and management of chronic respiratory diseases in the community. Spirometer accuracy is critical, but few general practitioners meet the American Thoracic Society and European Respiratory Society (ATS/ERS) recommendation for daily calibration. The aim of this study was to assess the accuracy and stability of a portable ultraso...