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The inputs for human resources in Country X include resources for developing a coordinated national strategy for public health workforce development (Technical Appendix Table 6).
To estimate human exposures and risks attributable to residential pesticide applications, detailed information on pesticide use patterns, such as the type of application, frequency, and place/room treated are essential inputs for human exposure models that feed into risk assessment [ 16].
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Sydney Water has taken just such an approach – thinking of water not as a 'resource' but as the input for human activities, from bathing to gardening.
The results of animal experiments form an important input for human studies which influence directly the policy making process.
Pivotal animal studies have eloquently demonstrated the deleterious effects of mechanical ventilation in initiating or perpetuating lung injury [ 2], and these studies have provided invaluable input for human studies, culminating in the ARDSnet trial showing that lung-protective tidal volume limitation reduces acute respiratory distress syndrome (ARDS -associated mortARDS -associated
Hence, an important question is to what extent the outputs of existing animal experiments correspond to the input requirements for human studies?
Moreover, since Deep Learning deals with data abstraction and representations, it is quite likely suited for analyzing raw data presented in different formats and/or from different sources, i.e. Variety in Big Data, and may minimize need for input from human experts to extract features from every new data type observed in Big Data.
We researched and developed environmental health indicators for inputs into human health vulnerability assessments for climate change and to propose public health preventative actions.
(Turing also allowed for 'choice machines' which call for human inputs, rather than being totally determined).
While Reinforcement Learning (RL) is not traditionally designed for interactive supervisory input from a human teacher, several works in both robot and software agents have adapted it for human input by letting a human trainer control the reward signal.
For at such small scales, all kinds of new effects come into play, such as the atmospheric turbulence caused by skyscrapers.Death of the weatherman?As weather forecasting becomes more dependent on whizzy technology, there would seem to be less scope for human input.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com