The threat of resistant bacteria

Get Complete Project Material File(s) Now! »  Natural products (NPs) as source of new antibiotics There is a renewed interest in NPs as a source of chemical diversity and lead generation in drug discovery. The availability of new analytical chemistry...

Seeking evidence to support usability principles for medication-related CDS functions

Get Complete Project Material File(s) Now! » Seeking evidence to support usability principles for medication-related CDS functions Introduction Medication computerized Clinical Decision Support (CDS) functions have been shown to have a positive impact on patient safety by improving prescribing practices...

Exploring Weight Symmetry in Deep Neural Networks 

Get Complete Project Material File(s) Now! » Structured output learning As we have mentioned in the beginning of this chapter, the structured prediction is ageneral learning problem for estimating the mapping between the high-dimensional input x 2 X and output...

CNN features for 3D objects and images

Get Complete Project Material File(s) Now! » Domain gap between synthetic and real images Leveraging 3D models enables retrieval on real images for which the query object is very specic and annotated photographs are not available or not easily available....

Analysing double-strand breaks in cultured cells for drug screening applications by causual inference 

Get Complete Project Material File(s) Now! » The emergent role of deep learning in high content screening Deep learning is touted as a panacea for computer vision problems, and high content data ought not to be an exception. In applications...

Numerical implementation of beta-PDF integration  Study of convergence of the semi-analytic beta integration method

Get Complete Project Material File(s) Now! » Numerical tests In this section several numerical tests are performed using the derived above numerical stochastic schemes. In some tests we consider also a spatial scheme of Osher (details are given in [Toro1999])...

ARABIDOPSIS MICROARRAYS TO STUDY PLANT-PATHOGEN INTERACTIONS

Get Complete Project Material File(s) Now! » Introduction Plant diseases represent a major threat to the human food source globally. Efforts to curb such diseases have involved control measures such as using suppressive soils, alteration of farming practices, treating plants...