Indirect ducto-MRI is a recent technique [30], based on the principle of hydrography, i.e. using a very highly weighted T2 sequence (equivalent to a cholangio-MRI sequence). The benefit of ducto-MRI is that it establishes the intraductal site of a mass or enhancement without mass (Fig...
Fig. 4. Visual summary of disentangled representation learning applications in medical imaging. The visual examples are taken from the exemplar models marked with * in Tab. 1, cited and detailed in Section 6. Red connections indicate vector-based disentanglement, while blue connections indicate tensor...
Journalists use the inverted pyramid style of writing to deliver the most important information first, followed by additional information in decreasing order of importance. Web designers can do the same thing by creating avisual hierarchy of information (PDF). We can use the principle of dominance ...
Whole genome sequencing and re-sequencing provides a powerful tool to overcome current limitations in molecular plant breeding, which will enable plant breeders to precisely pyramid favourable genes to develop super crop varieties to meet future food demands....
How the brain processes information accurately despite stochastic neural activity is a longstanding question1. For instance, perception is fundamentally limited by the information that the brain can extract from the noisy dynamics of sensory neurons. Sem
Table 3 A summary of used algorithms, pre-processing, sensors, and features by rule-based stress prediction approaches Full size table Shallow Machine Learning Approaches In shallow ML, the training process is carried out using data with predefined features where it is necessary to perform feature ...
Meaningful participation can be advanced by including PLHIV in the development and enactment of policy and programmatic responses, as called for by the widely endorsed Greater Involvement of People Living with HIV Principle109. PLHIV have unique insight into the factors that positively and negatively af...
One feature is a simplified risk assessment or ‘pyramid of criticality’, with less regulation applying to lower risk uses.Footnote 24 Such a model could in principle be extended to incorporate the use of QIT. Of course the challenge for such governance when it comes to quantum, as with ...
View PDFHighlights Summary Approximately 30%–40% of global CO2 fixation occurs inside a non-membrane-bound organelle called the pyrenoid, which is found within the chloroplasts of most eukaryotic algae. The pyrenoid matrix is densely packed with the CO2-fixing enzyme Rubisco and is thought to be...
As highlighted in the Introduction, the development of human resources, taking into account the long-term perspective (Principle 1), means that developing the competencies which employees need “here and now” is insufficient. It is important to define and develop such employee skills which can pro...